Adil Rasheed

Om

Research Interests

Bigdata Cybernetics: Combining data-driven methods with control theory
Hybrid Analytics / Modeling: Combining physics based modeling with advanced machine learning algorithms
Artificial Intelligence and Machine Learning
Reduced Order Modeling
Computational Fluid Dynamics and Turbulence Modelling
Numerical Methods

Application Area

Wind Energy
Aviation
Autonomous Vessels
Drones in urban area

Forskning

Digital Twin for Wind Energy

I am leading the work package on Digital Twin and Asset Management. Recently with major industry partners we have come to common understanding of digital twin and its capability level.

Smart Greenhouse

Chat-GPT driven smart greenhouse is run by a digital twin which learns new strategies for growing plants fully autonomously. It can be monitored using a virtual reality set.

Digital twin of smart houses

Artificial Intelligence-Driven Digital Twin of a Modern House Demonstrated in Virtual Reality

Hybrid Analysis and Modeling

HAM combines knowledge / physics-based models and artificial intelligence to build reliable models for high stake applications.

Publikasjoner

Modular control architecture for safe marine navigation: Reinforcement learning with predictive safety filters

Reinforcement Learning (RL) is combined with Predictive Safety Filters (PSF) to enhance autonomous marine navigation. This hybrid approach ensures safe operation in dynamic conditions.

Digital Twins in Wind Energy: Emerging Technologies and Industry-Informed Future Directions

Delve into our latest comprehensive article as we shine a spotlight on the transformative potential of digital twin technology in the wind energy sector.

Combining physics-based and data-driven techniques for reliable hybrid analysis and modeling using the corrective source term approach

Augmenting physics-based models with data-driven models

PoroTwin: A Digital Twin for a FluidFlower Rig

A digital twin of a porous media flow setup.

Digital Twins in intensive aquaculture — Challenges, opportunities and future prospects

Investigated digital twin adaptation for aquaculture. Reviewed current progress, state-of-the-art components, and outlined a roadmap for benefits. Presented case studies on potential developments.

Artificial Intelligence-Driven Digital Twin of a Modern House Demonstrated in Virtual Reality

Demonstrates the concept of digital twin and capability levels using a modern house.

2025

Calero, Alberto Mino; Rasheed, Adil; Lekkas, Anastasios M.. (2025) ChronoSHAP: Revealing temporal patterns from transformers and LTSF-linear models in time series forecasting. Knowledge-Based Systems
Vitenskapelig artikkel
Formont, Valentin; Rasheed, Adil; Moser, Peter; Wiechers, Georg; Nord, Lars O.. (2025) Evaluation of data-driven models for post-combustion CO2 capture: A comparative analysis of accuracy, robustness and feasibility. International Journal of Greenhouse Gas Control
Vitenskapelig artikkel
Belay, Mohammed Ayalew; Bernardino, Lucas Ferreira; Blakseth, Sindre Stenen; Rasheed, Adil; Montañés, Rubén Mocholí; Rossi, Pierluigi Salvo. (2025) Unsupervised Leak Detection for Heat Recovery Steam Generators in Combined-Cycle Gas and Steam Turbine Power Plants. IEEE Sensors Journal
Vitenskapelig artikkel
Belay, Mohammed Ayalew; Rossi, Pierluigi Salvo; Rasheed, Adil. (2025) Unsupervised Anomaly Detection for Digital Twins. NTNU Norges teknisk-naturvitenskapelige universitet NTNU Norges teknisk-naturvitenskapelige universitet
Doktorgradsavhandling
Yusuf, Oluwaleke; Rasheed, Adil; Lindseth, Frank. (2025) Data-Driven Predictive Modelling of Stop-Level Public Transit Patterns. Transportation
Vitenskapelig artikkel
Fonn, Eivind; Brummelen, H. v.; Eftang, Jens Lohne; Rusten, T.; Johannessen, Kjetil Andre; Kvamsdal, Trond. (2025) Least‐Squares Projected Models for Non‐Intrusive Affinization of Reduced Basis Methods. International Journal for Numerical Methods in Engineering
Vitenskapelig artikkel
Stadtmann, Florian; Rasheed, Adil; Kvamdsal, Trond. (2025) Enabling Technologies for Digital Twins in Wind Energy. NTNU Norges teknisk-naturvitenskapelige universitet NTNU Norges teknisk-naturvitenskapelige universitet
Doktorgradsavhandling
Yusuf, Oluwaleke Umar; Rasheed, Adil; Lindseth, Frank. (2025) Leveraging Big Data and AI for Sustainable Urban Mobility Solutions. Urban Science
Vitenskapelig artikkel
Larsen, Thomas Nakken; Tabib, Mandar Vasudeo; Rasheed, Adil. (2025) Resource-constrained dynamic planning and model-free control in turbulent urban environments. Robotics and Autonomous Systems
Vitenskapelig artikkel
Berg, Henrik Stokland; Menges, Daniel; Tengesdal, Trym; Rasheed, Adil. (2025) Digital twin syncing for autonomous surface vessels using reinforcement learning and nonlinear model predictive control. Scientific Reports
Vitenskapelig artikkel
Wismadi, Muhammad Tsaqif; Frøyen, Yngve Karl; Rasheed, Adil. (2025) Sustainable Active Travel in Environmentally Challenging Cities: A Systematic Review of Barriers and Strategies. Sustainability
Vitenskapelig oversiktsartikkel/review
Zhang, Wanwan; Vatn, Jørn; Rasheed, Adil. (2025) A differential evolution based approach for short-term predictive maintenance optimization of an offshore wind turbine. Ocean Engineering
Vitenskapelig artikkel
Morkunaite, Lina; Rasheed, Adil; Pupeikis, Darius; Angelakis, Vangelis; Davidsson, Tobias. (2025) A data-driven building thermal zoning algorithm for digital twin-enabled advanced control. Energy and Buildings
Vitenskapelig artikkel
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2025) Autoregressive Density Estimation Transformers for Multivariate Time Series Anomaly Detection.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2025) Digital Twin Knowledge Distillation for Federated Semi-Supervised Industrial IoT DDoS Detection.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Zhang, Wanwan; Vatn, Jørn; Rasheed, Adil. (2025) Gearbox pump failure prognostics in offshore wind turbine by an integrated data-driven model. Applied Energy
Vitenskapelig artikkel
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2025) Digital Twin-Based Federated Transfer Learning for Anomaly Detection in Industrial IoT.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2024

Altindal, Mehmet Cagri; Nivlet, Philippe; Tabib, Mandar Vasudeo; Rasheed, Adil; Kristiansen, Tron Golder; Khosravanian, Rasool. (2024) Anomaly detection in multivariate time series of drilling data. Geoenergy Science and Engineering
Vitenskapelig artikkel
Larsen, Thomas Nakken; Barlaug, Eirik Runde; Rasheed, Adil. (2024) Variational Autoencoders for Exteroceptive Perception in Reinforcement Learning-Based Collision Avoidance.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Stadtmann, Florian; Rasheed, Adil. (2024) Diagnostic Digital Twin for Anomaly Detection in Floating Offshore Wind Energy.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Menges, Daniel; Brandis, Andreas von; Rasheed, Adil. (2024) Digital Twin of Autonomous Surface Vessels for Safe Maritime Navigation Enabled Through Predictive Modeling and Reinforcement Learning.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Vaaler, Aksel; Husa, Svein Jostein; Menges, Daniel; Larsen, Thomas Nakken; Rasheed, Adil. (2024) Modular control architecture for safe marine navigation: Reinforcement learning with predictive safety filters. Artificial Intelligence
Vitenskapelig artikkel
Alshantti, Abdallah A S; Varagnolo, Damiano; Rasheed, Adil; Rahmati, Aria; Westad, Frank. (2024) CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis. IEEE Access
Vitenskapelig artikkel
Stadtmann, Florian; Rasheed, Adil. (2024) Federated Learning and Unlearning as Enablers of Wind Turbine Digital Twins. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2024) Sparse Non-Linear Vector Autoregressive Networks for Multivariate Time Series Anomaly Detection. IEEE Signal Processing Letters
Vitenskapelig artikkel
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2024) Self-Supervised Modular Architecture for Multi-Sensor Anomaly Detection and Localization.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Sørbø, Sondre; Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2024) Enhancing elasticity models with deep learning: A novel corrective source term approach for accurate predictions. Applied Soft Computing
Vitenskapelig artikkel
Stadtmann, Florian; Furevik, Erik Rugaard; Rasheed, Adil; Kvamsdal, Trond. (2024) Physics-guided federated learning as an enabler for digital twins. Expert Systems With Applications
Vitenskapelig artikkel
Alshantti, Abdallah A S; Rasheed, Adil; Westad, Frank. (2024) Privacy Re-Identification Attacks on Tabular GANs. Security and Privacy
Vitenskapelig artikkel
Menges, Daniel; Tengesdal, Trym; Rasheed, Adil. (2024) Nonlinear Model Predictive Control for Enhanced Navigation of Autonomous Surface Vessels. IFAC-PapersOnLine
Vitenskapelig artikkel
Menges, Daniel; Rasheed, Adil; Martens, Harald; Pedersen, Torbjørn. (2024) Real-Time Predictive Condition Monitoring Using Multivariate Data. IEEE Transactions on Image Processing
Vitenskapelig artikkel
Tabib, Mandar Vasudeo; Rasheed, Adil. (2024) Multivariate Time-Series Methods with Uncertainty Estimation for Correcting Physics-Based Model: Comparisons and Generalization for Industrial Drilling Process.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Menges, Daniel; Rasheed, Adil. (2024) Digital Twin for Autonomous Surface Vessels: Enabler for Safe Maritime Navigation. arXiv.org
Vitenskapelig oversiktsartikkel/review
Brandis, Andreas von; Menges, Daniel; Rasheed, Adil. (2024) Multi-Target Tracking for Autonomous Surface Vessels Using LiDAR and AIS Data Integration. Applied Ocean Research
Vitenskapelig artikkel
Gupta, Prateek; Rasheed, Adil; Steen, Sverre. (2024) Correlation-based outlier detection for ships’ in-service datasets. Journal of Big Data
Vitenskapelig artikkel
Jordheim, Henrik; Stadtmann, Florian; Westad, Frank; Rasheed, Adil. (2024) Digital Twin Ready Encapsulated Thermal Lab: A Modular System for Remote Thermal Imaging and Condition Monitoring. SSRN Electronic Journal
Vitenskapelig artikkel
Menges, Daniel; Stadtmann, Florian; Jordheim, Henrik; Rasheed, Adil. (2024) Predictive Digital Twin for Condition Monitoring Using Thermal Imaging. arXiv
Fagartikkel
Yusuf, Oluwaleke Umar; Rasheed, Adil; Lindseth, Frank. (2024) Unveiling Urban Mobility Patterns: A Data-Driven Analysis of Public Transit. International Conference on Control, Automation and Diagnosis (ICCAD)
Vitenskapelig artikkel
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2024) MTAD: Multiobjective Transformer Network for Unsupervised Multisensor Anomaly Detection. IEEE Sensors Journal
Vitenskapelig artikkel
Menges, Daniel; Rasheed, Adil. (2024) Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Calero, Alberto Mino; Rasheed, Adil; Lekkas, Anastasios M.. (2024) An XAI Approach on the Capacity of Transformers to Learn Time Dependencies in Time Series Forecasting.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Føre, Martin; Alver, Morten Omholt; Alfredsen, Jo Arve; Rasheed, Adil; Hukkelås, Thor; Bjelland, Hans Vanhauwaert. (2024) Digital Twins in intensive aquaculture — Challenges, opportunities and future prospects. Computers and Electronics in Agriculture
Vitenskapelig oversiktsartikkel/review
Rasheed, Adil; Brandis, Andreas von. (2024) Multi-Target Tracking for Autonomous Surface Vessels - Fusing LiDAR and AIS Data in a Digital Twin Framework. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2024) Multivariate Time Series Anomaly Detection via Low-Rank and Sparse Decomposition. IEEE Sensors Journal
Vitenskapelig artikkel
Rasheed, Adil; Stadtmann, Florian; Fonn, Eivind; Tabib, Mandar Vasudeo; Tsiolakis, Vasileios; Panjwani, Balram. (2024) Digital Twin for Wind Energy: Latest Updates From the NorthWind Project.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Lane, Alistair; Føre, Martin; Alver, Morten Omholt; Alfredsen, Jo Arve; Rasheed, Adil; Hukkelås, Thor. (2024) Digital Twins in aquaculture: Taking Precision Farming to the next level. Aquaculture Europe
Populærvitenskapelig artikkel

2023

Robinson, Haakon; Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy. (2023) Deep learning assisted physics-based modeling of aluminum extraction process. Engineering Applications of Artificial Intelligence
Vitenskapelig artikkel
Lundby, Erlend Torje Berg; Robinson, Haakon; Rasheed, Adil; Halvorsen, Ivar Johan; Gravdahl, Jan Tommy. (2023) Sparse Neural Networks with Skip-Connections for Identification of Aluminum Electrolysis Cell. IEEE Conference on Decision and Control. Proceedings
Vitenskapelig artikkel
Keilegavlen, Eirik; Fonn, Eivind; Johannessen, Kjetil Andre; Eikehaug, Kristoffer; Both, Jakub Wiktor; Fernø, Martin. (2023) PoroTwin: A Digital Twin for a FluidFlower Rig. Transport in Porous Media
Vitenskapelig artikkel
Zhang, Wanwan; Vatn, Jørn; Rasheed, Adil. (2023) Statistical analysis of offshore wind turbine failures.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Midjiyawa, Zakari; Venås, Jon Vegard; Kvamsdal, Trond; Kvarving, Arne Morten; Midtbø, Knut Helge; Rasheed, Adil. (2023) Nested computational fluid dynamic modeling of mean turbulent quantities estimation in complex topography using AROME-SIMRA. Journal of Wind Engineering and Industrial Aerodynamics
Vitenskapelig artikkel
Stadtmann, Florian; Mahalingam, Hary Pirajan; Rasheed, Adil. (2023) Data Integration Framework for Virtual Reality Enabled Digital Twins. IEEE 9th World Forum on Internet of Things (WF-IoT) IEEE 9th World Forum on Internet of Things (WF-IoT)
Vitenskapelig antologi/Konferanseserie
Tabib, Mandar Vasudeo; Nivlet, Philippe; Skogestad, Jan Ole; Nybø, Roar; Rasheed, Adil. (2023) A Hybrid Approach to Detect Bad Hole Cleaning.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Vaaler, Aksel; Robinson, Haakon Rennesvik; Tengesdal, Trym; Rasheed, Adil. (2023) Modular Collision Avoidance Using Predictive Safety Filters.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Stadtmann, Florian; Rasheed, Adil; Kvamsdal, Trond; Johannessen, Kjetil Andre; San, Omer; Kölle, Konstanze. (2023) Digital Twins in Wind Energy: Emerging Technologies and Industry-Informed Future Directions. IEEE Access
Vitenskapelig artikkel
Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar Vasudeo; Nivlet, Philippe; Bjørkevoll, Knut Steinar; Skogestad, Jan Ole; Nybø, Roar; Rasheed, Adil. (2023) An Intrusive Hybrid-Analytics and Modelling with Deep-Learning for Efficient and Accurate Predictions of Hole-Cleaning Process during Wellbore Drilling Simulations.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; Vaaler, Aksel; Husa, Svein Jostein. (2023) Safe Reinforcement Learning in Marine Navigation and Control: Using a Predictive Safety Filter for Safety Verification on Autonomous Surface Vessels. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior. IFAC-PapersOnLine
Vitenskapelig artikkel
Larsen, Thomas Nakken; Hansen, Hannah; Rasheed, Adil. (2023) Risk-based Convolutional Perception Models for Collision Avoidance in Autonomous Marine Surface Vessels using Deep Reinforcement Learning. IFAC-PapersOnLine
Vitenskapelig artikkel
Nivlet, Philippe; Bjørkevoll, Knut Steinar; Tabib, Mandar Vasudeo; Skogestad, Jan Ole; Lund, Bjørnar; Nybø, Roar. (2023) Towards Real-Time Bad Hole Cleaning Problem Detection Through Adaptive Deep Learning Models.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Ahmed, Shady E; San, Omer; Rasheed, Adil; Iliescu, Traian; Veneziani, Alessandro. (2023) Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling. SIAM Journal on Scientific Computing
Vitenskapelig artikkel
Wold, Jacob Wulff; Stadtmann, Florian; Rasheed, Adil; Tabib, Mandar Vasudeo; San, Omer; Horn, Jan-Tore Haugan. (2023) Enhancing wind field resolution in complex terrain through a knowledge-driven machine learning approach. Engineering Applications of Artificial Intelligence
Vitenskapelig artikkel
Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy; Halvorsen, Ivar Johan. (2023) Sparse deep neural networks for modeling aluminum electrolysis dynamics. Applied Soft Computing
Vitenskapelig artikkel
Haugstvedt, Emil Johannesen; Calero, Alberto Mino; Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy. (2023) A Comparative Study of Sparsity Promoting Techniques in Neural Network for Modeling Non-Linear Dynamics. IEEE Access
Vitenskapelig artikkel
Menges, Daniel; Rasheed, Adil. (2023) An environmental disturbance observer framework for autonomous surface vessels. Ocean Engineering
Vitenskapelig artikkel
Menges, Daniel; Sætre, Simon Mork; Rasheed, Adil. (2023) Digital Twin for Autonomous Surface Vessels to Generate Situational Awareness.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar Vasudeo; Skaret, Kristoffer; Bruaset, Endre; Rasheed, Adil. (2023) Data-Driven Spatio-Temporal Modelling and Optimal Sensor Placement for a Digital Twin Set-Up. Engineering Proceedings
Vitenskapelig artikkel
Stadtmann, Florian; Rasheed, Adil; Rasmussen, Tore. (2023) Standalone, Descriptive, and Predictive Digital Twin of an Onshore Wind Farm in Complex Terrain. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Gupta, Prateek; Kim, YoungRong; Steen, Sverre; Rasheed, Adil. (2023) Streamlined semi-automatic data processing framework for ship performance analysis. International Journal of Naval Architecture and Ocean Engineering
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Rasheed, Adil; Vedula, Prakash. (2023) Frame invariant neural network closures for Kraichnan turbulence. Physica A: Statistical Mechanics and its Applications
Vitenskapelig artikkel
Stadtmann, Florian; Wassertheurer, Henrik Andreas Gusdal; Rasheed, Adil. (2023) Demonstration of a Standalone, Descriptive, and Predictive Digital Twin of a Floating Offshore Wind Turbine.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Belay, Mohammed Ayalew; Blakseth, Sindre Stenen; Rasheed, Adil; Rossi, Pierluigi Salvo. (2023) Unsupervised Anomaly Detection for IoT-Based Multivariate Time Series: Existing Solutions, Performance Analysis and Future Directions. Sensors
Vitenskapelig artikkel

2022

Robinson, Haakon; Pawar, Suraj; Rasheed, Adil; San, Omer. (2022) Physics guided neural networks for modelling of non-linear dynamics. Neural Networks
Vitenskapelig artikkel
Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2022) Combining physics-based and data-driven techniques for reliable hybrid analysis and modeling using the corrective source term approach. Applied Soft Computing
Vitenskapelig artikkel
Jain, Ravinder Praveen Kumar; Brekke, Edmund Førland; Rasheed, Adil. (2022) Unsupervised Clustering of Marine Vessel Trajectories in Historical AIS Database.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Prospects of federated machine learning in fluid dynamics. AIP Advances
Vitenskapelig artikkel
Larsen, Thomas Nakken; Busetto, Riccardo; Varagnolo, Damiano; Formentin, Simone; Rasheed, Adil. (2022) A receding horizon approach for curriculum management in higher education. IFAC-PapersOnLine
Vitenskapelig artikkel
Busetto, Riccardo; Larsen, Thomas Nakken; Rasheed, Adil; Varagnolo, Damiano; Formentin, Simone. (2022) A receding-horizon estimation and control framework for the content sequencing problem.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Bjørkøy, Håvard; Engmark, Hans A.; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization Based Control of Nonlinear Systems.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2022) Deep neural network enabled corrective source term approach to hybrid analysis and modeling. Neural Networks
Vitenskapelig artikkel
Elfarri, Elias Mohammed; Rasheed, Adil; San, Omer. (2022) Artificial Intelligence-Driven Digital Twin of a Modern House Demonstrated in Virtual Reality. IEEE Access
Vitenskapelig artikkel
Gupta, Prateek; Rasheed, Adil; Steen, Sverre. (2022) Ship performance monitoring using machine-learning. Ocean Engineering
Vitenskapelig artikkel
Tabib, Mandar; Tsiolakis, Vasileios; Pawar, Suraj; Ahmed, Shady E.; Rasheed, Adil; Kvamsdal, Trond. (2022) Hybrid deep-learning POD-based parametric reduced order model for flow around wind-turbine blade. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Zhang, Wanwan; Vatn, Jørn; Rasheed, Adil. (2022) A review of failure prognostics for predictive maintenance of offshore wind turbines. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Heiberg, Amalie; Larsen, Thomas Nakken; Meyer, Eivind; Rasheed, Adil; San, Omer; Varagnolo, Damiano. (2022) Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning. Neural Networks
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Vedula, Prakash; Rasheed, Adil; Kvamsdal, Trond. (2022) Multi-fidelity information fusion with concatenated neural networks. Scientific Reports
Vitenskapelig artikkel
Engmark, Hans Alvar; Bjørkøy, Håvard Bjørgan; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization of systems in nonlinear control canonical normal form.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Variational multiscale reinforcement learning for discovering reduced order closure models of nonlinear spatiotemporal transport systems. Scientific Reports
Vitenskapelig artikkel
San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Decentralized digital twins of complex dynamical systems. Scientific Reports
Vitenskapelig artikkel
Tabib, Mandar; Stene, Jon Kåre; Rasheed, Adil; Langeland, Ove; Gundersen, Frants Henrik. (2022) Machine Learning for Capacity Utilization Along the Routes of an Urban Freight Service.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2021

Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil; Tabib, Mandar. (2021) A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction. Computers & Fluids
Vitenskapelig artikkel
Ahmed, Shady E; San, Omer; Kara, Kursat; Younis, Rami; Rasheed, Adil. (2021) Multifidelity computing for coupling full and reduced order models. PLOS ONE
Vitenskapelig artikkel
Ahmed, Shady E; San, Omer; Rasheed, Adil; Iliescu, Traian. (2021) Nonlinear proper orthogonal decomposition for convection-dominated flows. Physics of Fluids
Vitenskapelig artikkel
Blakseth, Sindre Stenen; Rasheed, Adil. (2021) Introducing CoSTA: A Deep Neural Network Enabled Approach to Improving Physics-Based Numerical Simulations. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Sundby, Tiril; Graham, Julia Maria; Rasheed, Adil; Tabib, Mandar; San, Omer. (2021) Geometric Change Detection in Digital Twins. Digital
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Nair, Aditya; Rasheed, Adil; Kvamsdal, Trond. (2021) Model fusion with physics-guided machine learning: Projection-based reduced-order modeling. Physics of Fluids
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Rasheed, Adil; Navon, Ionel M.. (2021) A nonintrusive hybrid neural-physics modeling of incomplete dynamical systems: Lorenz equations. GEM - International Journal on Geomathematics
Vitenskapelig artikkel
Larsen, Thomas Nakken; Teigen, Halvor Ødegård; Laache, Torkel; Varagnolo, Damiano; Rasheed, Adil. (2021) Comparing Deep Reinforcement Learning Algorithms’ Ability to Safely Navigate Challenging Waters. Frontiers in Robotics and AI
Vitenskapelig artikkel
Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil; Trian, Iliescu; Noack, Bernd R.. (2021) On closures for reduced order models— A spectrum of first-principle to machine-learned avenues. Physics of Fluids
Vitenskapelig artikkel
Alshantti, Abdallah Anis Sameer; Rasheed, Adil. (2021) Self-organising map based framework for investigating accounts suspected of money laundering. Frontiers in Artificial Intelligence
Vitenskapelig artikkel
Stavelin, Peter Herman; Rasheed, Adil; San, Omer; Hestnes, Arne Johan. (2021) Applying Object Detection to Marine Data and Exploring Explainability of a Fully Convolutional Neural Network Using Principal Component Analysis. Ecological Informatics
Vitenskapelig artikkel
San, Omer; Rasheed, Adil; Kvamsdal, Trond. (2021) Hybrid analysis and modeling, eclecticism, and multifidelity computing toward digital twin revolution. GAMM-Mitteilungen
Vitenskapelig artikkel
Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy; Halvorsen, Ivar Johan. (2021) A novel hybrid analysis and modeling approach applied to aluminum electrolysis process. Journal of Process Control
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil; Uteng, Tanu Priya. (2021) Machine learning with subsequent physics-based analytics for guiding transport planning.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Gupta, Prateek; Taskar, Bhushan; Steen, Sverre; Rasheed, Adil. (2021) Statistical modeling of Ship’s hydrodynamic performance indicator. Applied Ocean Research
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil. (2021) Drone-based transport of biological material: Wind and turbulence prediction at OUS, Hospital for path planning. SINTEF Report SINTEF Report
Rapport
Tabib, Mandar; Pawar, Suraj; Ahmed, Shady E; Rasheed, Adil; San, Omer. (2021) A non-intrusive parametric reduced order model for urban wind flow using deep learning and Grassmann manifold. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2021) Hybrid analysis and modeling for next generation of digital twins. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Tsiolakis, Vasileios; Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Brummelen, Harald van. (2021) Reduced order models for finite-volume simulations of turbulent flow around wind-turbine blades. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Tabib, Mandar; Midtbø, Knut Helge; Rasheed, Adil; Kvamsdal, Trond; Skaslien, Tor. (2021) A nested multi-scale model for assessing urban wind conditions : Comparison of Large Eddy Simulation versus RANS turbulence models when operating at the finest scale of the nesting. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel

2020

Tran, Duyen; Rasheed, Adil. (2020) Convolutional Neural Network and Generative Adversarial Networks Enabled Resolution Enhancement of Numerical Simulations. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Nakken, Thomas; Rasheed, Adil. (2020) On the applicability of a perceptually driven generative-adversarial framework for super-resolution of wind fields in complex terrain. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Fonn, Eivind; Brummelen, Harald van; Kvamsdal, Trond; Rasheed, Adil. (2020) Fast divergence-conforming reduced basis methods for stationary and transient flow problems. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Tran, Duy Tan; Robinson, Haakon; Rasheed, Adil; San, Omer; Tabib, Mandar; Kvamsdal, Trond. (2020) GANs enabled super-resolution reconstruction of wind field. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Meyer, Eivind; Rasheed, Adil. (2020) On Course Towards Model-Free Guidance: A Self-Learning Approach To Dynamic Collision Avoidance for Autonomous Surface Vehicles. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Heiberg, Amalie; Rasheed, Adil. (2020) COLREG-Compliance for Autonomous Surface Vehicles using Deep Reinforcement Learning. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Vesterkjær, Eirik Ekjord; Rasheed, Adil. (2020) Combining Grid-Based Uncertainty Propagation and Neural Networks With Uncertainty Estimation. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Elsetrønning, Andrine; Rasheed, Adil; Bekker, Jon; San, Omer. (2020) On the effectiveness of signal decomposition, feature extraction and selection on lung sound classification. arXiv
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Aksoylu, Burak; Rasheed, Adil; Kvamsdal, Trond. (2020) Physics guided machine learning using simplified theories. Physics of Fluids
Vitenskapelig artikkel
Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2020) An evolve-then-correct reduced order model for hidden fluid dynamics. Mathematics
Vitenskapelig artikkel
Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil. (2020) Reduced order modeling of fluid flows: Machine learning, Kolmogorov barrier, closure modeling, and partitioning. AIAA Journal
Vitenskapelig artikkel
Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil; Navon, Ionel M. (2020) Long short-term memory embedded nudging schemes for nonlinear data assimilation of geophysical flows. Physics of Fluids
Vitenskapelig artikkel
Havenstrøm, Simen Theie; Rasheed, Adil; San, Omer. (2020) Deep Reinforcement Learning Controller for 3D Path Following and Collision Avoidance by Autonomous Underwater Vehicles. Frontiers in Robotics and AI
Vitenskapelig artikkel
Meyer, Eivind; Heiberg, Amalie; Rasheed, Adil; San, Omer. (2020) COLREG-compliant collision avoidance for unmanned surface vehicle using deep reinforcement learning. IEEE Access
Vitenskapelig artikkel
Havenstrøm, Simen Theie; Sterud, Camilla; Rasheed, Adil; San, Omer. (2020) Proportional integral derivative controller assisted reinforcement learning for path following by autonomous underwater vehicles. arXiv.org
Vitenskapelig artikkel
Ahmed, Shady E; San, Omer; Rasheed, Adil; Trian, Iliescu. (2020) A long-short term memory for hybrid uplifted reduced order models. Physica D : Non-linear phenomena
Vitenskapelig artikkel
Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2020) Data-driven recovery of hidden physics in reduced order modeling of fluid flows. Physics of Fluids
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2020) Numerical assessment of RANS turbulence models for the development of data driven Reduced Order Models. Ocean Engineering
Vitenskapelig artikkel
Ahmed, Shady E; Bhar, Kinjal; San, Omer; Rasheed, Adil. (2020) Forward sensitivity approach for estimating eddy viscosity closures in nonlinear model reduction. Physical Review E (PRE)
Vitenskapelig artikkel
Ahmed, Shady E; San, Omer; Kara, Kursat; Younis, Rami; Rasheed, Adil. (2020) Interface learning of multiphysics and multiscale systems. Physical Review E (PRE)
Vitenskapelig artikkel
Meyer, Eivind; Robinson, Haakon; Rasheed, Adil; San, Omer. (2020) Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning. IEEE Access
Vitenskapelig artikkel
Tabib, Mandar; Midtbø, Knut Helge; Skaslien, Tor; Rasheed, Adil; Kvamsdal, Trond. (2020) Towards Understanding Wind Impact for Drone Operations: A Comparison of Wind Models Operating on Different Scales in a Nested Multiscale Set-Up.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; San, Omer; Kvamsdal, Trond. (2020) Digital Twin: Values, Challenges and Enablers from a modelling perspective. IEEE Access
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Rasheed, Adil; Vedula, Prakash. (2020) A priori analysis on deep learning of subgrid-scale parameterizations for Kraichnan turbulence. Theoretical and Computational Fluid Dynamics
Vitenskapelig artikkel
Vaddireddy, Harsha; Rasheed, Adil; Staples, Anne; San, Omer. (2020) Feature engineering and symbolic regression methods for detecting hidden physics from sparse sensor observation data. Physics of Fluids
Vitenskapelig artikkel

2019

Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2019) High-Resolution Cfd Modelling and Prediction of Terrain-Induced Wind Shear and Turbulence for Aviation Safety.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Siddiqui, Muhammad Salman; Kvamsdal, Trond; Rasheed, Adil. (2019) High Fidelity Computational Fluid Dynamics Assessment of Wind Tunnel Turbine Test. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Fonn, Eivind; Brummelen, Harald van; Kvamsdal, Trond; Rasheed, Adil. (2019) Fast divergence-conforming reduced basis methods for steady Navier–Stokes flow. Computer Methods in Applied Mechanics and Engineering
Vitenskapelig artikkel
Rasheed, Adil; San, Omer; Kvamsdal, Trond. (2019) Hybrid Analysis and Modeling as an enabler for Big Data Cybernetics. University of Oulu University of Oulu
Vitenskapelig antologi/Konferanseserie
Rahman, Sk. Mashfiqur; Pawar, Suraj; San, Omer; Rasheed, Adil; Iliescu, Traian. (2019) Nonintrusive reduced order modeling framework for quasigeostrophic turbulence. Physical Review E (PRE)
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2019) Numerical investigation of modeling frameworks and geometric approximations on NREL 5 MW wind turbine. Renewable Energy
Vitenskapelig artikkel
Gupta, Prateek; Steen, Sverre; Rasheed, Adil. (2019) Big Data Analytics As a Tool to Monitor Hydrodynamic Performance of a Ship.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Pawar, Suraj; Rahman, Sk. Mashfiqur; Vaddireddy, H; San, Omer; Rasheed, Adil; Vedula, Prakash. (2019) A deep learning enabler for non-intrusive reduced order modeling of fluid flows. Physics of Fluids
Vitenskapelig artikkel
Robinson, Haakon; Rasheed, Adil; San, Omer. (2019) Dissecting Deep Neural Networks. arXiv.org
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Fonn, Eivind; Kvamsdal, Trond; Rasheed, Adil. (2019) Finite-Volume High-Fidelity Simulation Combined with Finite-Element-Based Reduced-Order Modeling of Incompressible Flow Problems. Energies
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2019) Validation of the numerical simulations of flow around a scaled-down turbine using experimental data from wind tunnel. Wind and Structures
Vitenskapelig artikkel
Ahmed, Shady E; Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil; Navon, Ionel M. (2019) Memory embedded non-intrusive reduced order modeling of non-ergodic flows. Physics of Fluids
Vitenskapelig artikkel

2018

Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Data-driven deconvolution for large eddy simulations of Kraichnan turbulence. Physics of Fluids
Vitenskapelig artikkel
Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2018) A Hybrid Analytics Paradigm Combining Physics-Based Modeling and Data-Driven Modeling to Accelerate Incompressible Flow Solvers. Fluids
Vitenskapelig artikkel
Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2018) A Hybrid Approach for Model Order Reduction of Barotropic Quasi-Geostrophic Turbulence. Fluids
Vitenskapelig artikkel
Tabib, Mandar; Løvvik, Ole Martin; Johannessen, Kjetil Andre; Rasheed, Adil; Sagvolden, Espen; Rustad, Anne Marthine. (2018) Discovering Thermoelectric Materials Using Machine Learning: Insights and Challenges. Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Subgrid modelling for two-dimensional turbulence using neural networks. Journal of Fluid Mechanics
Vitenskapelig artikkel

2017

Tabib, Mandar; Siddiqui, Muhammad Salman; Fonn, Eivind; Rasheed, Adil; Kvamsdal, Trond. (2017) Near wake region of an industrial scale wind turbine: comparing LES-ALM with LES-SMI simulations using data mining (POD). Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) Influence of Tip Speed Ratio on Wake Flow Characteristics Utilizing Fully Resolved CFD Methodology. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Tabib, Mandar; Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2017) Industrial scale turbine and associated wake development-comparison of RANS based Actuator Line Vs Sliding Mesh Interface Vs Multiple Reference Frame method. Energy Procedia
Vitenskapelig artikkel
Rasheed, Adil; Süld, Jakob Kristoffer; Tabib, Mandar; Kvamsdal, Trond; Kristiansen, Jørn. (2017) Demonstrating the impact of bidirectional coupling on the performance of an ocean-met model. Energy Procedia
Vitenskapelig artikkel
Fonn, Eivind; Tabib, Mandar; Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2017) A step towards reduced order modelling of flow characterized by wakes using Proper Orthogonal Decomposition. Energy Procedia
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) Quasi-Static & Dynamic Numerical Modeling of Full Scale NREL 5MW Wind Turbine. Energy Procedia
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil; Siddiqui, Muhammad Salman; Kvamsdal, Trond. (2017) A full-scale 3D Vs 2.5D Vs 2D analysis of flow pattern and forces for an industrial-scale 5MW NREL reference wind-turbine. Energy Procedia
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil. (2017) Machine learning based investigation of influence of weather on transport mobility. SINTEF Digital SINTEF Digital
Rapport
Fonn, Eivind; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) A Step Towards a Reduced Order Modelling of Flow Characterized by Wakes Using Proper Orthogonal Decomposition.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar; Rasheed, Adil; Fuchs, Franz Georg. (2017) Analysis of Unsteady Hydrodynamics Related to Vortex Induced Vibrations on Bluff-Bodied Offshore Structure.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Fonn, Eivind; Kvamsdal, Trond. (2017) On interactions between wind turbines and the marine boundary layer.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; Tabib, Mandar; Kristiansen, Jørn. (2017) Wind farm modeling in a realistic environment using a multiscale approach.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; Süld, Jakob Kristoffer; Tabib, Mandar. (2017) Effect of UNI- and bi-directional coupling of ocean-met interaction on significant wave height and local wind.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) Numerical Modeling Framework for Wind Turbine Analysis & Atmospheric Boundary Layer Interaction.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar; Rasheed, Adil; Uteng, Tanu Priya. (2017) Methodology for assessing cycling comfort during a smart city development. Energy Procedia
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil; Fonn, Eivind. (2017) A COMPUTATIONAL FRAMEWORK INVOLVING CFD AND DATA MINING TOOLS FOR ANALYZING DISEASE IN CAROTID ARTERY BIFURCATION.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2016

Nordanger, Knut; Rasheed, Adil; Okstad, Knut Morten; Kvarving, Arne Morten; Holdahl, Runar; Kvamsdal, Trond. (2016) Numerical benchmarking of fluid–structure interaction: An isogeometric finite element approach. Ocean Engineering
Vitenskapelig artikkel
Tabib, Mandar; Fuchs, Franz Georg; Rasheed, Adil. (2016) Report on wake vortex micro-scale turbulent airflow interaction methodologies. SESAR 12.2.2 Report SESAR 12.2.2 Report
Rapport
Rasheed, Adil; Tabib, Mandar; Fuchs, Franz Georg. (2016) Wake Vortex Micro-Scale Turbulence Prototype Development and Sensitivity Studies. SESAR 12.2.2 SESAR 12.2.2
Rapport
Rasheed, Adil; Tabib, Mandar. (2016) Flow characterization in Complex Terrain for Aviation Safety. World Academy of Science, Engineering and Technology
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2016) Numerical analysis of NREL 5MW wind turbine: a study towards a better understanding of wake characteristic and torque generation mechanism. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Fuchs, Franz Georg; Rasheed, Adil; Tabib, Mandar; Fonn, Eivind. (2016) Wake modeling in complex terrain using a hybrid Eulerian-Lagrangian Split Solver. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil; Fuchs, Franz Georg. (2016) Analyzing complex wake-terrain interactions and its implications on wind-farm performance. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel

2015

Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2015) LES and RANS simulation of onshore Bessaker wind farm: analyzing terrain and wake effects on wind farm performance. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Nordanger, Knut; Holdahl, Runar; Kvarving, Arne Morten; Rasheed, Adil; Kvamsdal, Trond. (2015) Implementation and comparison of three isogeometric Navier–Stokes solvers applied to simulation of flow past a fixed 2D NACA0012 airfoil at high Reynolds number. Computer Methods in Applied Mechanics and Engineering
Vitenskapelig artikkel
Fonn, Eivind; Rasheed, Adil; Kvarving, Arne Morten; Kvamsdal, Trond. (2015) Spline based Mesh Generator for high fidelity simulation of flow around turbine blades. Energy Procedia
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2015) Investigation of the impact of wakes and stratification on the performance of an onshore wind farm. Energy Procedia
Vitenskapelig artikkel
Opstal, Timo Matteo van; Fonn, Eivind; Holdahl, Runar; Kvamsdal, Trond; Kvarving, Arne Morten; Mathisen, Kjell Magne. (2015) Isogeometric methods for CFD and FSI-simulation of flow around turbine blades. Energy Procedia
Vitenskapelig artikkel
Süld, Jakob Kristoffer; Rasheed, Adil; Kristiansen, Jørn; Sætra, Øyvind; Carrasco, Ana; Kvamsdal, Trond. (2015) Mesoscale numerical modelling of met-ocean interactions. Energy Procedia
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2015) Effect of turbulence intensity on the performance of an offshore vertical axis wind turbine. Energy Procedia
Vitenskapelig artikkel
Nordanger, Knut; Holdahl, Runar; Kvamsdal, Trond; Kvarving, Arne Morten; Rasheed, Adil. (2015) Simulation of airflow past a 2D NACA0015 airfoil using an isogeometric incompressible Navier-Stokes solver with the Spalart-Allmaras turbulence model. Computer Methods in Applied Mechanics and Engineering
Vitenskapelig artikkel
Shabnam, Adiba; Rasheed, Adil. (2015) Investigation of the influence of 5-HT1A R agonist and 5-HT2A/2C R agonist in m-RNA expression of AMPA-R GABA-Aα1 R and BDNF in HT-22 cells of mice using PCR and statistical technique. Journal of Applied & Computational Mathematics
Sammendrag/Abstract
Sørli, Karstein; Tabib, Mandar; Rasheed, Adil. (2015) Analysis of Turbulent Wakes Behind Helicopter Hangars at Sola Airport. SINTEF Digital SINTEF Digital
Rapport

2014

Rasheed, Adil; Süld, Jakob Kristoffer; Kvamsdal, Trond. (2014) A Multiscale Wind and Power Forecast System for Wind Farms. Energy Procedia
Vitenskapelig artikkel
Rasheed, Adil; Mushtaq, Asif. (2014) Numerical analysis of flight conditions at the Alta airport, Norway. Aviation
Vitenskapelig artikkel
Rasheed, Adil; Sørli, Karstein. (2014) A multiscale turbulence prediction and alert system for airports in hilly regions.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; Kvamsdal, Trond. (2014) Multiscale Wind Modeling.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Kvarving, Arne Morten; Holdahl, Runar; Kvamsdal, Trond; Rasheed, Adil. (2014) Parallel computations of air flow around wind turbine blades.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil. (2014) Cover page of the proceedings of the Parallel CFD 2014 conference.
Visuell kunst
Rasheed, Adil; Holdahl, Runar; Kvamsdal, Trond; Åkervik, Espen. (2014) A Comprehensive Simulation Methodology for Fluid-Structure Interaction of Offshore Wind Turbines. Energy Procedia
Vitenskapelig artikkel

2013

Sørli, Karstein; Rasheed, Adil. (2013) Impact Assessment of Adverse Turbulence due to Landscape changes close to Airports. Mathematical and Software Tools for Terrain Modification and Impact Assessment. SINTEF Digital SINTEF Digital
Rapport
Rasheed, Adil; Sørli, Karstein. (2013) CFD Analysis of Terrain Induced Turbulence at Kristiansand Airport, Kjevik. Aviation
Vitenskapelig artikkel
Rasheed, Adil; Robinson, Darren. (2013) Characterization of dispersive fluxes in Mesoscale models using LES of flow over an array of cubes. International Journal of Atmospheric Sciences
Vitenskapelig artikkel
Rasheed, Adil. (2013) Two paintings to be awarded to the winners of the Best Poster Award on the NOWITECH Day 2013.
Visuell kunst

2012

Rasheed, Adil; Sørli, Karstein; Holdahl, Runar; Kvamsdal, Trond. (2012) A Multiscale Approach to Micrositing of Wind Turbines. Energy Procedia
Vitenskapelig artikkel

2011

Sørli, Karstein; Rasheed, Adil. (2011) Terrain-forced Wind and Turbulence and Optimization of Local Domains and Grids for Terrain-induced Turbulence Forecast. SINTEF Digital SINTEF Digital
Rapport
Rasheed, Adil; Robinson, Darren. (2011) The Urban Climate.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; Robinson, Darren; Clappier, Alain; Narayanan, Chidambaram; Lakehal, Djamel. (2011) Representing complex urban geometries in mesoscale modeling. International Journal of Climatology
Vitenskapelig artikkel

Tidsskriftspublikasjoner

Calero, Alberto Mino; Rasheed, Adil; Lekkas, Anastasios M.. (2025) ChronoSHAP: Revealing temporal patterns from transformers and LTSF-linear models in time series forecasting. Knowledge-Based Systems
Vitenskapelig artikkel
Formont, Valentin; Rasheed, Adil; Moser, Peter; Wiechers, Georg; Nord, Lars O.. (2025) Evaluation of data-driven models for post-combustion CO2 capture: A comparative analysis of accuracy, robustness and feasibility. International Journal of Greenhouse Gas Control
Vitenskapelig artikkel
Belay, Mohammed Ayalew; Bernardino, Lucas Ferreira; Blakseth, Sindre Stenen; Rasheed, Adil; Montañés, Rubén Mocholí; Rossi, Pierluigi Salvo. (2025) Unsupervised Leak Detection for Heat Recovery Steam Generators in Combined-Cycle Gas and Steam Turbine Power Plants. IEEE Sensors Journal
Vitenskapelig artikkel
Yusuf, Oluwaleke; Rasheed, Adil; Lindseth, Frank. (2025) Data-Driven Predictive Modelling of Stop-Level Public Transit Patterns. Transportation
Vitenskapelig artikkel
Fonn, Eivind; Brummelen, H. v.; Eftang, Jens Lohne; Rusten, T.; Johannessen, Kjetil Andre; Kvamsdal, Trond. (2025) Least‐Squares Projected Models for Non‐Intrusive Affinization of Reduced Basis Methods. International Journal for Numerical Methods in Engineering
Vitenskapelig artikkel
Yusuf, Oluwaleke Umar; Rasheed, Adil; Lindseth, Frank. (2025) Leveraging Big Data and AI for Sustainable Urban Mobility Solutions. Urban Science
Vitenskapelig artikkel
Larsen, Thomas Nakken; Tabib, Mandar Vasudeo; Rasheed, Adil. (2025) Resource-constrained dynamic planning and model-free control in turbulent urban environments. Robotics and Autonomous Systems
Vitenskapelig artikkel
Berg, Henrik Stokland; Menges, Daniel; Tengesdal, Trym; Rasheed, Adil. (2025) Digital twin syncing for autonomous surface vessels using reinforcement learning and nonlinear model predictive control. Scientific Reports
Vitenskapelig artikkel
Wismadi, Muhammad Tsaqif; Frøyen, Yngve Karl; Rasheed, Adil. (2025) Sustainable Active Travel in Environmentally Challenging Cities: A Systematic Review of Barriers and Strategies. Sustainability
Vitenskapelig oversiktsartikkel/review
Zhang, Wanwan; Vatn, Jørn; Rasheed, Adil. (2025) A differential evolution based approach for short-term predictive maintenance optimization of an offshore wind turbine. Ocean Engineering
Vitenskapelig artikkel
Morkunaite, Lina; Rasheed, Adil; Pupeikis, Darius; Angelakis, Vangelis; Davidsson, Tobias. (2025) A data-driven building thermal zoning algorithm for digital twin-enabled advanced control. Energy and Buildings
Vitenskapelig artikkel
Zhang, Wanwan; Vatn, Jørn; Rasheed, Adil. (2025) Gearbox pump failure prognostics in offshore wind turbine by an integrated data-driven model. Applied Energy
Vitenskapelig artikkel
Altindal, Mehmet Cagri; Nivlet, Philippe; Tabib, Mandar Vasudeo; Rasheed, Adil; Kristiansen, Tron Golder; Khosravanian, Rasool. (2024) Anomaly detection in multivariate time series of drilling data. Geoenergy Science and Engineering
Vitenskapelig artikkel
Vaaler, Aksel; Husa, Svein Jostein; Menges, Daniel; Larsen, Thomas Nakken; Rasheed, Adil. (2024) Modular control architecture for safe marine navigation: Reinforcement learning with predictive safety filters. Artificial Intelligence
Vitenskapelig artikkel
Alshantti, Abdallah A S; Varagnolo, Damiano; Rasheed, Adil; Rahmati, Aria; Westad, Frank. (2024) CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis. IEEE Access
Vitenskapelig artikkel
Stadtmann, Florian; Rasheed, Adil. (2024) Federated Learning and Unlearning as Enablers of Wind Turbine Digital Twins. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2024) Sparse Non-Linear Vector Autoregressive Networks for Multivariate Time Series Anomaly Detection. IEEE Signal Processing Letters
Vitenskapelig artikkel
Sørbø, Sondre; Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2024) Enhancing elasticity models with deep learning: A novel corrective source term approach for accurate predictions. Applied Soft Computing
Vitenskapelig artikkel
Stadtmann, Florian; Furevik, Erik Rugaard; Rasheed, Adil; Kvamsdal, Trond. (2024) Physics-guided federated learning as an enabler for digital twins. Expert Systems With Applications
Vitenskapelig artikkel
Alshantti, Abdallah A S; Rasheed, Adil; Westad, Frank. (2024) Privacy Re-Identification Attacks on Tabular GANs. Security and Privacy
Vitenskapelig artikkel
Menges, Daniel; Tengesdal, Trym; Rasheed, Adil. (2024) Nonlinear Model Predictive Control for Enhanced Navigation of Autonomous Surface Vessels. IFAC-PapersOnLine
Vitenskapelig artikkel
Menges, Daniel; Rasheed, Adil; Martens, Harald; Pedersen, Torbjørn. (2024) Real-Time Predictive Condition Monitoring Using Multivariate Data. IEEE Transactions on Image Processing
Vitenskapelig artikkel
Menges, Daniel; Rasheed, Adil. (2024) Digital Twin for Autonomous Surface Vessels: Enabler for Safe Maritime Navigation. arXiv.org
Vitenskapelig oversiktsartikkel/review
Brandis, Andreas von; Menges, Daniel; Rasheed, Adil. (2024) Multi-Target Tracking for Autonomous Surface Vessels Using LiDAR and AIS Data Integration. Applied Ocean Research
Vitenskapelig artikkel
Gupta, Prateek; Rasheed, Adil; Steen, Sverre. (2024) Correlation-based outlier detection for ships’ in-service datasets. Journal of Big Data
Vitenskapelig artikkel
Jordheim, Henrik; Stadtmann, Florian; Westad, Frank; Rasheed, Adil. (2024) Digital Twin Ready Encapsulated Thermal Lab: A Modular System for Remote Thermal Imaging and Condition Monitoring. SSRN Electronic Journal
Vitenskapelig artikkel
Menges, Daniel; Stadtmann, Florian; Jordheim, Henrik; Rasheed, Adil. (2024) Predictive Digital Twin for Condition Monitoring Using Thermal Imaging. arXiv
Fagartikkel
Yusuf, Oluwaleke Umar; Rasheed, Adil; Lindseth, Frank. (2024) Unveiling Urban Mobility Patterns: A Data-Driven Analysis of Public Transit. International Conference on Control, Automation and Diagnosis (ICCAD)
Vitenskapelig artikkel
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2024) MTAD: Multiobjective Transformer Network for Unsupervised Multisensor Anomaly Detection. IEEE Sensors Journal
Vitenskapelig artikkel
Føre, Martin; Alver, Morten Omholt; Alfredsen, Jo Arve; Rasheed, Adil; Hukkelås, Thor; Bjelland, Hans Vanhauwaert. (2024) Digital Twins in intensive aquaculture — Challenges, opportunities and future prospects. Computers and Electronics in Agriculture
Vitenskapelig oversiktsartikkel/review
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2024) Multivariate Time Series Anomaly Detection via Low-Rank and Sparse Decomposition. IEEE Sensors Journal
Vitenskapelig artikkel
Lane, Alistair; Føre, Martin; Alver, Morten Omholt; Alfredsen, Jo Arve; Rasheed, Adil; Hukkelås, Thor. (2024) Digital Twins in aquaculture: Taking Precision Farming to the next level. Aquaculture Europe
Populærvitenskapelig artikkel
Robinson, Haakon; Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy. (2023) Deep learning assisted physics-based modeling of aluminum extraction process. Engineering Applications of Artificial Intelligence
Vitenskapelig artikkel
Lundby, Erlend Torje Berg; Robinson, Haakon; Rasheed, Adil; Halvorsen, Ivar Johan; Gravdahl, Jan Tommy. (2023) Sparse Neural Networks with Skip-Connections for Identification of Aluminum Electrolysis Cell. IEEE Conference on Decision and Control. Proceedings
Vitenskapelig artikkel
Keilegavlen, Eirik; Fonn, Eivind; Johannessen, Kjetil Andre; Eikehaug, Kristoffer; Both, Jakub Wiktor; Fernø, Martin. (2023) PoroTwin: A Digital Twin for a FluidFlower Rig. Transport in Porous Media
Vitenskapelig artikkel
Midjiyawa, Zakari; Venås, Jon Vegard; Kvamsdal, Trond; Kvarving, Arne Morten; Midtbø, Knut Helge; Rasheed, Adil. (2023) Nested computational fluid dynamic modeling of mean turbulent quantities estimation in complex topography using AROME-SIMRA. Journal of Wind Engineering and Industrial Aerodynamics
Vitenskapelig artikkel
Stadtmann, Florian; Rasheed, Adil; Kvamsdal, Trond; Johannessen, Kjetil Andre; San, Omer; Kölle, Konstanze. (2023) Digital Twins in Wind Energy: Emerging Technologies and Industry-Informed Future Directions. IEEE Access
Vitenskapelig artikkel
Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior. IFAC-PapersOnLine
Vitenskapelig artikkel
Larsen, Thomas Nakken; Hansen, Hannah; Rasheed, Adil. (2023) Risk-based Convolutional Perception Models for Collision Avoidance in Autonomous Marine Surface Vessels using Deep Reinforcement Learning. IFAC-PapersOnLine
Vitenskapelig artikkel
Ahmed, Shady E; San, Omer; Rasheed, Adil; Iliescu, Traian; Veneziani, Alessandro. (2023) Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling. SIAM Journal on Scientific Computing
Vitenskapelig artikkel
Wold, Jacob Wulff; Stadtmann, Florian; Rasheed, Adil; Tabib, Mandar Vasudeo; San, Omer; Horn, Jan-Tore Haugan. (2023) Enhancing wind field resolution in complex terrain through a knowledge-driven machine learning approach. Engineering Applications of Artificial Intelligence
Vitenskapelig artikkel
Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy; Halvorsen, Ivar Johan. (2023) Sparse deep neural networks for modeling aluminum electrolysis dynamics. Applied Soft Computing
Vitenskapelig artikkel
Haugstvedt, Emil Johannesen; Calero, Alberto Mino; Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy. (2023) A Comparative Study of Sparsity Promoting Techniques in Neural Network for Modeling Non-Linear Dynamics. IEEE Access
Vitenskapelig artikkel
Menges, Daniel; Rasheed, Adil. (2023) An environmental disturbance observer framework for autonomous surface vessels. Ocean Engineering
Vitenskapelig artikkel
Tabib, Mandar Vasudeo; Skaret, Kristoffer; Bruaset, Endre; Rasheed, Adil. (2023) Data-Driven Spatio-Temporal Modelling and Optimal Sensor Placement for a Digital Twin Set-Up. Engineering Proceedings
Vitenskapelig artikkel
Stadtmann, Florian; Rasheed, Adil; Rasmussen, Tore. (2023) Standalone, Descriptive, and Predictive Digital Twin of an Onshore Wind Farm in Complex Terrain. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Gupta, Prateek; Kim, YoungRong; Steen, Sverre; Rasheed, Adil. (2023) Streamlined semi-automatic data processing framework for ship performance analysis. International Journal of Naval Architecture and Ocean Engineering
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Rasheed, Adil; Vedula, Prakash. (2023) Frame invariant neural network closures for Kraichnan turbulence. Physica A: Statistical Mechanics and its Applications
Vitenskapelig artikkel
Belay, Mohammed Ayalew; Blakseth, Sindre Stenen; Rasheed, Adil; Rossi, Pierluigi Salvo. (2023) Unsupervised Anomaly Detection for IoT-Based Multivariate Time Series: Existing Solutions, Performance Analysis and Future Directions. Sensors
Vitenskapelig artikkel
Robinson, Haakon; Pawar, Suraj; Rasheed, Adil; San, Omer. (2022) Physics guided neural networks for modelling of non-linear dynamics. Neural Networks
Vitenskapelig artikkel
Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2022) Combining physics-based and data-driven techniques for reliable hybrid analysis and modeling using the corrective source term approach. Applied Soft Computing
Vitenskapelig artikkel
San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Prospects of federated machine learning in fluid dynamics. AIP Advances
Vitenskapelig artikkel
Larsen, Thomas Nakken; Busetto, Riccardo; Varagnolo, Damiano; Formentin, Simone; Rasheed, Adil. (2022) A receding horizon approach for curriculum management in higher education. IFAC-PapersOnLine
Vitenskapelig artikkel
Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2022) Deep neural network enabled corrective source term approach to hybrid analysis and modeling. Neural Networks
Vitenskapelig artikkel
Elfarri, Elias Mohammed; Rasheed, Adil; San, Omer. (2022) Artificial Intelligence-Driven Digital Twin of a Modern House Demonstrated in Virtual Reality. IEEE Access
Vitenskapelig artikkel
Gupta, Prateek; Rasheed, Adil; Steen, Sverre. (2022) Ship performance monitoring using machine-learning. Ocean Engineering
Vitenskapelig artikkel
Tabib, Mandar; Tsiolakis, Vasileios; Pawar, Suraj; Ahmed, Shady E.; Rasheed, Adil; Kvamsdal, Trond. (2022) Hybrid deep-learning POD-based parametric reduced order model for flow around wind-turbine blade. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Zhang, Wanwan; Vatn, Jørn; Rasheed, Adil. (2022) A review of failure prognostics for predictive maintenance of offshore wind turbines. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Heiberg, Amalie; Larsen, Thomas Nakken; Meyer, Eivind; Rasheed, Adil; San, Omer; Varagnolo, Damiano. (2022) Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning. Neural Networks
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Vedula, Prakash; Rasheed, Adil; Kvamsdal, Trond. (2022) Multi-fidelity information fusion with concatenated neural networks. Scientific Reports
Vitenskapelig artikkel
San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Variational multiscale reinforcement learning for discovering reduced order closure models of nonlinear spatiotemporal transport systems. Scientific Reports
Vitenskapelig artikkel
San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Decentralized digital twins of complex dynamical systems. Scientific Reports
Vitenskapelig artikkel
Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil; Tabib, Mandar. (2021) A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction. Computers & Fluids
Vitenskapelig artikkel
Ahmed, Shady E; San, Omer; Kara, Kursat; Younis, Rami; Rasheed, Adil. (2021) Multifidelity computing for coupling full and reduced order models. PLOS ONE
Vitenskapelig artikkel
Ahmed, Shady E; San, Omer; Rasheed, Adil; Iliescu, Traian. (2021) Nonlinear proper orthogonal decomposition for convection-dominated flows. Physics of Fluids
Vitenskapelig artikkel
Sundby, Tiril; Graham, Julia Maria; Rasheed, Adil; Tabib, Mandar; San, Omer. (2021) Geometric Change Detection in Digital Twins. Digital
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Nair, Aditya; Rasheed, Adil; Kvamsdal, Trond. (2021) Model fusion with physics-guided machine learning: Projection-based reduced-order modeling. Physics of Fluids
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Rasheed, Adil; Navon, Ionel M.. (2021) A nonintrusive hybrid neural-physics modeling of incomplete dynamical systems: Lorenz equations. GEM - International Journal on Geomathematics
Vitenskapelig artikkel
Larsen, Thomas Nakken; Teigen, Halvor Ødegård; Laache, Torkel; Varagnolo, Damiano; Rasheed, Adil. (2021) Comparing Deep Reinforcement Learning Algorithms’ Ability to Safely Navigate Challenging Waters. Frontiers in Robotics and AI
Vitenskapelig artikkel
Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil; Trian, Iliescu; Noack, Bernd R.. (2021) On closures for reduced order models— A spectrum of first-principle to machine-learned avenues. Physics of Fluids
Vitenskapelig artikkel
Alshantti, Abdallah Anis Sameer; Rasheed, Adil. (2021) Self-organising map based framework for investigating accounts suspected of money laundering. Frontiers in Artificial Intelligence
Vitenskapelig artikkel
Stavelin, Peter Herman; Rasheed, Adil; San, Omer; Hestnes, Arne Johan. (2021) Applying Object Detection to Marine Data and Exploring Explainability of a Fully Convolutional Neural Network Using Principal Component Analysis. Ecological Informatics
Vitenskapelig artikkel
San, Omer; Rasheed, Adil; Kvamsdal, Trond. (2021) Hybrid analysis and modeling, eclecticism, and multifidelity computing toward digital twin revolution. GAMM-Mitteilungen
Vitenskapelig artikkel
Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy; Halvorsen, Ivar Johan. (2021) A novel hybrid analysis and modeling approach applied to aluminum electrolysis process. Journal of Process Control
Vitenskapelig artikkel
Gupta, Prateek; Taskar, Bhushan; Steen, Sverre; Rasheed, Adil. (2021) Statistical modeling of Ship’s hydrodynamic performance indicator. Applied Ocean Research
Vitenskapelig artikkel
Tabib, Mandar; Pawar, Suraj; Ahmed, Shady E; Rasheed, Adil; San, Omer. (2021) A non-intrusive parametric reduced order model for urban wind flow using deep learning and Grassmann manifold. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2021) Hybrid analysis and modeling for next generation of digital twins. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Tsiolakis, Vasileios; Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Brummelen, Harald van. (2021) Reduced order models for finite-volume simulations of turbulent flow around wind-turbine blades. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Tabib, Mandar; Midtbø, Knut Helge; Rasheed, Adil; Kvamsdal, Trond; Skaslien, Tor. (2021) A nested multi-scale model for assessing urban wind conditions : Comparison of Large Eddy Simulation versus RANS turbulence models when operating at the finest scale of the nesting. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Fonn, Eivind; Brummelen, Harald van; Kvamsdal, Trond; Rasheed, Adil. (2020) Fast divergence-conforming reduced basis methods for stationary and transient flow problems. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Tran, Duy Tan; Robinson, Haakon; Rasheed, Adil; San, Omer; Tabib, Mandar; Kvamsdal, Trond. (2020) GANs enabled super-resolution reconstruction of wind field. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Elsetrønning, Andrine; Rasheed, Adil; Bekker, Jon; San, Omer. (2020) On the effectiveness of signal decomposition, feature extraction and selection on lung sound classification. arXiv
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Aksoylu, Burak; Rasheed, Adil; Kvamsdal, Trond. (2020) Physics guided machine learning using simplified theories. Physics of Fluids
Vitenskapelig artikkel
Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2020) An evolve-then-correct reduced order model for hidden fluid dynamics. Mathematics
Vitenskapelig artikkel
Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil. (2020) Reduced order modeling of fluid flows: Machine learning, Kolmogorov barrier, closure modeling, and partitioning. AIAA Journal
Vitenskapelig artikkel
Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil; Navon, Ionel M. (2020) Long short-term memory embedded nudging schemes for nonlinear data assimilation of geophysical flows. Physics of Fluids
Vitenskapelig artikkel
Havenstrøm, Simen Theie; Rasheed, Adil; San, Omer. (2020) Deep Reinforcement Learning Controller for 3D Path Following and Collision Avoidance by Autonomous Underwater Vehicles. Frontiers in Robotics and AI
Vitenskapelig artikkel
Meyer, Eivind; Heiberg, Amalie; Rasheed, Adil; San, Omer. (2020) COLREG-compliant collision avoidance for unmanned surface vehicle using deep reinforcement learning. IEEE Access
Vitenskapelig artikkel
Havenstrøm, Simen Theie; Sterud, Camilla; Rasheed, Adil; San, Omer. (2020) Proportional integral derivative controller assisted reinforcement learning for path following by autonomous underwater vehicles. arXiv.org
Vitenskapelig artikkel
Ahmed, Shady E; San, Omer; Rasheed, Adil; Trian, Iliescu. (2020) A long-short term memory for hybrid uplifted reduced order models. Physica D : Non-linear phenomena
Vitenskapelig artikkel
Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2020) Data-driven recovery of hidden physics in reduced order modeling of fluid flows. Physics of Fluids
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2020) Numerical assessment of RANS turbulence models for the development of data driven Reduced Order Models. Ocean Engineering
Vitenskapelig artikkel
Ahmed, Shady E; Bhar, Kinjal; San, Omer; Rasheed, Adil. (2020) Forward sensitivity approach for estimating eddy viscosity closures in nonlinear model reduction. Physical Review E (PRE)
Vitenskapelig artikkel
Ahmed, Shady E; San, Omer; Kara, Kursat; Younis, Rami; Rasheed, Adil. (2020) Interface learning of multiphysics and multiscale systems. Physical Review E (PRE)
Vitenskapelig artikkel
Meyer, Eivind; Robinson, Haakon; Rasheed, Adil; San, Omer. (2020) Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning. IEEE Access
Vitenskapelig artikkel
Rasheed, Adil; San, Omer; Kvamsdal, Trond. (2020) Digital Twin: Values, Challenges and Enablers from a modelling perspective. IEEE Access
Vitenskapelig artikkel
Pawar, Suraj; San, Omer; Rasheed, Adil; Vedula, Prakash. (2020) A priori analysis on deep learning of subgrid-scale parameterizations for Kraichnan turbulence. Theoretical and Computational Fluid Dynamics
Vitenskapelig artikkel
Vaddireddy, Harsha; Rasheed, Adil; Staples, Anne; San, Omer. (2020) Feature engineering and symbolic regression methods for detecting hidden physics from sparse sensor observation data. Physics of Fluids
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Kvamsdal, Trond; Rasheed, Adil. (2019) High Fidelity Computational Fluid Dynamics Assessment of Wind Tunnel Turbine Test. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Fonn, Eivind; Brummelen, Harald van; Kvamsdal, Trond; Rasheed, Adil. (2019) Fast divergence-conforming reduced basis methods for steady Navier–Stokes flow. Computer Methods in Applied Mechanics and Engineering
Vitenskapelig artikkel
Rahman, Sk. Mashfiqur; Pawar, Suraj; San, Omer; Rasheed, Adil; Iliescu, Traian. (2019) Nonintrusive reduced order modeling framework for quasigeostrophic turbulence. Physical Review E (PRE)
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2019) Numerical investigation of modeling frameworks and geometric approximations on NREL 5 MW wind turbine. Renewable Energy
Vitenskapelig artikkel
Pawar, Suraj; Rahman, Sk. Mashfiqur; Vaddireddy, H; San, Omer; Rasheed, Adil; Vedula, Prakash. (2019) A deep learning enabler for non-intrusive reduced order modeling of fluid flows. Physics of Fluids
Vitenskapelig artikkel
Robinson, Haakon; Rasheed, Adil; San, Omer. (2019) Dissecting Deep Neural Networks. arXiv.org
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Fonn, Eivind; Kvamsdal, Trond; Rasheed, Adil. (2019) Finite-Volume High-Fidelity Simulation Combined with Finite-Element-Based Reduced-Order Modeling of Incompressible Flow Problems. Energies
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2019) Validation of the numerical simulations of flow around a scaled-down turbine using experimental data from wind tunnel. Wind and Structures
Vitenskapelig artikkel
Ahmed, Shady E; Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil; Navon, Ionel M. (2019) Memory embedded non-intrusive reduced order modeling of non-ergodic flows. Physics of Fluids
Vitenskapelig artikkel
Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Data-driven deconvolution for large eddy simulations of Kraichnan turbulence. Physics of Fluids
Vitenskapelig artikkel
Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2018) A Hybrid Analytics Paradigm Combining Physics-Based Modeling and Data-Driven Modeling to Accelerate Incompressible Flow Solvers. Fluids
Vitenskapelig artikkel
Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2018) A Hybrid Approach for Model Order Reduction of Barotropic Quasi-Geostrophic Turbulence. Fluids
Vitenskapelig artikkel
Tabib, Mandar; Løvvik, Ole Martin; Johannessen, Kjetil Andre; Rasheed, Adil; Sagvolden, Espen; Rustad, Anne Marthine. (2018) Discovering Thermoelectric Materials Using Machine Learning: Insights and Challenges. Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Subgrid modelling for two-dimensional turbulence using neural networks. Journal of Fluid Mechanics
Vitenskapelig artikkel
Tabib, Mandar; Siddiqui, Muhammad Salman; Fonn, Eivind; Rasheed, Adil; Kvamsdal, Trond. (2017) Near wake region of an industrial scale wind turbine: comparing LES-ALM with LES-SMI simulations using data mining (POD). Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) Influence of Tip Speed Ratio on Wake Flow Characteristics Utilizing Fully Resolved CFD Methodology. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Tabib, Mandar; Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2017) Industrial scale turbine and associated wake development-comparison of RANS based Actuator Line Vs Sliding Mesh Interface Vs Multiple Reference Frame method. Energy Procedia
Vitenskapelig artikkel
Rasheed, Adil; Süld, Jakob Kristoffer; Tabib, Mandar; Kvamsdal, Trond; Kristiansen, Jørn. (2017) Demonstrating the impact of bidirectional coupling on the performance of an ocean-met model. Energy Procedia
Vitenskapelig artikkel
Fonn, Eivind; Tabib, Mandar; Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2017) A step towards reduced order modelling of flow characterized by wakes using Proper Orthogonal Decomposition. Energy Procedia
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) Quasi-Static & Dynamic Numerical Modeling of Full Scale NREL 5MW Wind Turbine. Energy Procedia
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil; Siddiqui, Muhammad Salman; Kvamsdal, Trond. (2017) A full-scale 3D Vs 2.5D Vs 2D analysis of flow pattern and forces for an industrial-scale 5MW NREL reference wind-turbine. Energy Procedia
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil; Uteng, Tanu Priya. (2017) Methodology for assessing cycling comfort during a smart city development. Energy Procedia
Vitenskapelig artikkel
Nordanger, Knut; Rasheed, Adil; Okstad, Knut Morten; Kvarving, Arne Morten; Holdahl, Runar; Kvamsdal, Trond. (2016) Numerical benchmarking of fluid–structure interaction: An isogeometric finite element approach. Ocean Engineering
Vitenskapelig artikkel
Rasheed, Adil; Tabib, Mandar. (2016) Flow characterization in Complex Terrain for Aviation Safety. World Academy of Science, Engineering and Technology
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2016) Numerical analysis of NREL 5MW wind turbine: a study towards a better understanding of wake characteristic and torque generation mechanism. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Fuchs, Franz Georg; Rasheed, Adil; Tabib, Mandar; Fonn, Eivind. (2016) Wake modeling in complex terrain using a hybrid Eulerian-Lagrangian Split Solver. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil; Fuchs, Franz Georg. (2016) Analyzing complex wake-terrain interactions and its implications on wind-farm performance. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2015) LES and RANS simulation of onshore Bessaker wind farm: analyzing terrain and wake effects on wind farm performance. Journal of Physics: Conference Series (JPCS)
Vitenskapelig artikkel
Nordanger, Knut; Holdahl, Runar; Kvarving, Arne Morten; Rasheed, Adil; Kvamsdal, Trond. (2015) Implementation and comparison of three isogeometric Navier–Stokes solvers applied to simulation of flow past a fixed 2D NACA0012 airfoil at high Reynolds number. Computer Methods in Applied Mechanics and Engineering
Vitenskapelig artikkel
Fonn, Eivind; Rasheed, Adil; Kvarving, Arne Morten; Kvamsdal, Trond. (2015) Spline based Mesh Generator for high fidelity simulation of flow around turbine blades. Energy Procedia
Vitenskapelig artikkel
Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2015) Investigation of the impact of wakes and stratification on the performance of an onshore wind farm. Energy Procedia
Vitenskapelig artikkel
Opstal, Timo Matteo van; Fonn, Eivind; Holdahl, Runar; Kvamsdal, Trond; Kvarving, Arne Morten; Mathisen, Kjell Magne. (2015) Isogeometric methods for CFD and FSI-simulation of flow around turbine blades. Energy Procedia
Vitenskapelig artikkel
Süld, Jakob Kristoffer; Rasheed, Adil; Kristiansen, Jørn; Sætra, Øyvind; Carrasco, Ana; Kvamsdal, Trond. (2015) Mesoscale numerical modelling of met-ocean interactions. Energy Procedia
Vitenskapelig artikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2015) Effect of turbulence intensity on the performance of an offshore vertical axis wind turbine. Energy Procedia
Vitenskapelig artikkel
Nordanger, Knut; Holdahl, Runar; Kvamsdal, Trond; Kvarving, Arne Morten; Rasheed, Adil. (2015) Simulation of airflow past a 2D NACA0015 airfoil using an isogeometric incompressible Navier-Stokes solver with the Spalart-Allmaras turbulence model. Computer Methods in Applied Mechanics and Engineering
Vitenskapelig artikkel
Shabnam, Adiba; Rasheed, Adil. (2015) Investigation of the influence of 5-HT1A R agonist and 5-HT2A/2C R agonist in m-RNA expression of AMPA-R GABA-Aα1 R and BDNF in HT-22 cells of mice using PCR and statistical technique. Journal of Applied & Computational Mathematics
Sammendrag/Abstract
Rasheed, Adil; Süld, Jakob Kristoffer; Kvamsdal, Trond. (2014) A Multiscale Wind and Power Forecast System for Wind Farms. Energy Procedia
Vitenskapelig artikkel
Rasheed, Adil; Mushtaq, Asif. (2014) Numerical analysis of flight conditions at the Alta airport, Norway. Aviation
Vitenskapelig artikkel
Rasheed, Adil; Holdahl, Runar; Kvamsdal, Trond; Åkervik, Espen. (2014) A Comprehensive Simulation Methodology for Fluid-Structure Interaction of Offshore Wind Turbines. Energy Procedia
Vitenskapelig artikkel
Rasheed, Adil; Sørli, Karstein. (2013) CFD Analysis of Terrain Induced Turbulence at Kristiansand Airport, Kjevik. Aviation
Vitenskapelig artikkel
Rasheed, Adil; Robinson, Darren. (2013) Characterization of dispersive fluxes in Mesoscale models using LES of flow over an array of cubes. International Journal of Atmospheric Sciences
Vitenskapelig artikkel
Rasheed, Adil; Sørli, Karstein; Holdahl, Runar; Kvamsdal, Trond. (2012) A Multiscale Approach to Micrositing of Wind Turbines. Energy Procedia
Vitenskapelig artikkel
Rasheed, Adil; Robinson, Darren; Clappier, Alain; Narayanan, Chidambaram; Lakehal, Djamel. (2011) Representing complex urban geometries in mesoscale modeling. International Journal of Climatology
Vitenskapelig artikkel

Kunstneriske produksjoner

Rasheed, Adil. (2014) Cover page of the proceedings of the Parallel CFD 2014 conference.
Visuell kunst
Rasheed, Adil. (2013) Two paintings to be awarded to the winners of the Best Poster Award on the NOWITECH Day 2013.
Visuell kunst

Bøker

Stadtmann, Florian; Mahalingam, Hary Pirajan; Rasheed, Adil. (2023) Data Integration Framework for Virtual Reality Enabled Digital Twins. IEEE 9th World Forum on Internet of Things (WF-IoT) IEEE 9th World Forum on Internet of Things (WF-IoT)
Vitenskapelig antologi/Konferanseserie
Rasheed, Adil; San, Omer; Kvamsdal, Trond. (2019) Hybrid Analysis and Modeling as an enabler for Big Data Cybernetics. University of Oulu University of Oulu
Vitenskapelig antologi/Konferanseserie

Del av bok/rapport

Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2025) Autoregressive Density Estimation Transformers for Multivariate Time Series Anomaly Detection.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2025) Digital Twin Knowledge Distillation for Federated Semi-Supervised Industrial IoT DDoS Detection.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2025) Digital Twin-Based Federated Transfer Learning for Anomaly Detection in Industrial IoT.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Larsen, Thomas Nakken; Barlaug, Eirik Runde; Rasheed, Adil. (2024) Variational Autoencoders for Exteroceptive Perception in Reinforcement Learning-Based Collision Avoidance.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Stadtmann, Florian; Rasheed, Adil. (2024) Diagnostic Digital Twin for Anomaly Detection in Floating Offshore Wind Energy.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Menges, Daniel; Brandis, Andreas von; Rasheed, Adil. (2024) Digital Twin of Autonomous Surface Vessels for Safe Maritime Navigation Enabled Through Predictive Modeling and Reinforcement Learning.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Belay, Mohammed Ayalew; Rasheed, Adil; Rossi, Pierluigi Salvo. (2024) Self-Supervised Modular Architecture for Multi-Sensor Anomaly Detection and Localization.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar Vasudeo; Rasheed, Adil. (2024) Multivariate Time-Series Methods with Uncertainty Estimation for Correcting Physics-Based Model: Comparisons and Generalization for Industrial Drilling Process.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Menges, Daniel; Rasheed, Adil. (2024) Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Calero, Alberto Mino; Rasheed, Adil; Lekkas, Anastasios M.. (2024) An XAI Approach on the Capacity of Transformers to Learn Time Dependencies in Time Series Forecasting.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; Stadtmann, Florian; Fonn, Eivind; Tabib, Mandar Vasudeo; Tsiolakis, Vasileios; Panjwani, Balram. (2024) Digital Twin for Wind Energy: Latest Updates From the NorthWind Project.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Zhang, Wanwan; Vatn, Jørn; Rasheed, Adil. (2023) Statistical analysis of offshore wind turbine failures.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar Vasudeo; Nivlet, Philippe; Skogestad, Jan Ole; Nybø, Roar; Rasheed, Adil. (2023) A Hybrid Approach to Detect Bad Hole Cleaning.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Vaaler, Aksel; Robinson, Haakon Rennesvik; Tengesdal, Trym; Rasheed, Adil. (2023) Modular Collision Avoidance Using Predictive Safety Filters.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar Vasudeo; Nivlet, Philippe; Bjørkevoll, Knut Steinar; Skogestad, Jan Ole; Nybø, Roar; Rasheed, Adil. (2023) An Intrusive Hybrid-Analytics and Modelling with Deep-Learning for Efficient and Accurate Predictions of Hole-Cleaning Process during Wellbore Drilling Simulations.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Nivlet, Philippe; Bjørkevoll, Knut Steinar; Tabib, Mandar Vasudeo; Skogestad, Jan Ole; Lund, Bjørnar; Nybø, Roar. (2023) Towards Real-Time Bad Hole Cleaning Problem Detection Through Adaptive Deep Learning Models.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Menges, Daniel; Sætre, Simon Mork; Rasheed, Adil. (2023) Digital Twin for Autonomous Surface Vessels to Generate Situational Awareness.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Stadtmann, Florian; Wassertheurer, Henrik Andreas Gusdal; Rasheed, Adil. (2023) Demonstration of a Standalone, Descriptive, and Predictive Digital Twin of a Floating Offshore Wind Turbine.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Jain, Ravinder Praveen Kumar; Brekke, Edmund Førland; Rasheed, Adil. (2022) Unsupervised Clustering of Marine Vessel Trajectories in Historical AIS Database.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Busetto, Riccardo; Larsen, Thomas Nakken; Rasheed, Adil; Varagnolo, Damiano; Formentin, Simone. (2022) A receding-horizon estimation and control framework for the content sequencing problem.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Bjørkøy, Håvard; Engmark, Hans A.; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization Based Control of Nonlinear Systems.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Engmark, Hans Alvar; Bjørkøy, Håvard Bjørgan; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization of systems in nonlinear control canonical normal form.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar; Stene, Jon Kåre; Rasheed, Adil; Langeland, Ove; Gundersen, Frants Henrik. (2022) Machine Learning for Capacity Utilization Along the Routes of an Urban Freight Service.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar; Rasheed, Adil; Uteng, Tanu Priya. (2021) Machine learning with subsequent physics-based analytics for guiding transport planning.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar; Midtbø, Knut Helge; Skaslien, Tor; Rasheed, Adil; Kvamsdal, Trond. (2020) Towards Understanding Wind Impact for Drone Operations: A Comparison of Wind Models Operating on Different Scales in a Nested Multiscale Set-Up.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2019) High-Resolution Cfd Modelling and Prediction of Terrain-Induced Wind Shear and Turbulence for Aviation Safety.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Gupta, Prateek; Steen, Sverre; Rasheed, Adil. (2019) Big Data Analytics As a Tool to Monitor Hydrodynamic Performance of a Ship.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Fonn, Eivind; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) A Step Towards a Reduced Order Modelling of Flow Characterized by Wakes Using Proper Orthogonal Decomposition.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar; Rasheed, Adil; Fuchs, Franz Georg. (2017) Analysis of Unsteady Hydrodynamics Related to Vortex Induced Vibrations on Bluff-Bodied Offshore Structure.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Fonn, Eivind; Kvamsdal, Trond. (2017) On interactions between wind turbines and the marine boundary layer.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; Tabib, Mandar; Kristiansen, Jørn. (2017) Wind farm modeling in a realistic environment using a multiscale approach.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; Süld, Jakob Kristoffer; Tabib, Mandar. (2017) Effect of UNI- and bi-directional coupling of ocean-met interaction on significant wave height and local wind.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) Numerical Modeling Framework for Wind Turbine Analysis & Atmospheric Boundary Layer Interaction.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Tabib, Mandar; Rasheed, Adil; Fonn, Eivind. (2017) A COMPUTATIONAL FRAMEWORK INVOLVING CFD AND DATA MINING TOOLS FOR ANALYZING DISEASE IN CAROTID ARTERY BIFURCATION.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; Sørli, Karstein. (2014) A multiscale turbulence prediction and alert system for airports in hilly regions.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; Kvamsdal, Trond. (2014) Multiscale Wind Modeling.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Kvarving, Arne Morten; Holdahl, Runar; Kvamsdal, Trond; Rasheed, Adil. (2014) Parallel computations of air flow around wind turbine blades.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rasheed, Adil; Robinson, Darren. (2011) The Urban Climate.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Rapport

Belay, Mohammed Ayalew; Rossi, Pierluigi Salvo; Rasheed, Adil. (2025) Unsupervised Anomaly Detection for Digital Twins. NTNU Norges teknisk-naturvitenskapelige universitet NTNU Norges teknisk-naturvitenskapelige universitet
Doktorgradsavhandling
Stadtmann, Florian; Rasheed, Adil; Kvamdsal, Trond. (2025) Enabling Technologies for Digital Twins in Wind Energy. NTNU Norges teknisk-naturvitenskapelige universitet NTNU Norges teknisk-naturvitenskapelige universitet
Doktorgradsavhandling
Rasheed, Adil; Brandis, Andreas von. (2024) Multi-Target Tracking for Autonomous Surface Vessels - Fusing LiDAR and AIS Data in a Digital Twin Framework. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Rasheed, Adil; Vaaler, Aksel; Husa, Svein Jostein. (2023) Safe Reinforcement Learning in Marine Navigation and Control: Using a Predictive Safety Filter for Safety Verification on Autonomous Surface Vessels. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Blakseth, Sindre Stenen; Rasheed, Adil. (2021) Introducing CoSTA: A Deep Neural Network Enabled Approach to Improving Physics-Based Numerical Simulations. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Tabib, Mandar; Rasheed, Adil. (2021) Drone-based transport of biological material: Wind and turbulence prediction at OUS, Hospital for path planning. SINTEF Report SINTEF Report
Rapport
Tran, Duyen; Rasheed, Adil. (2020) Convolutional Neural Network and Generative Adversarial Networks Enabled Resolution Enhancement of Numerical Simulations. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Nakken, Thomas; Rasheed, Adil. (2020) On the applicability of a perceptually driven generative-adversarial framework for super-resolution of wind fields in complex terrain. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Meyer, Eivind; Rasheed, Adil. (2020) On Course Towards Model-Free Guidance: A Self-Learning Approach To Dynamic Collision Avoidance for Autonomous Surface Vehicles. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Heiberg, Amalie; Rasheed, Adil. (2020) COLREG-Compliance for Autonomous Surface Vehicles using Deep Reinforcement Learning. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Vesterkjær, Eirik Ekjord; Rasheed, Adil. (2020) Combining Grid-Based Uncertainty Propagation and Neural Networks With Uncertainty Estimation. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
Mastergradsoppgave
Tabib, Mandar; Rasheed, Adil. (2017) Machine learning based investigation of influence of weather on transport mobility. SINTEF Digital SINTEF Digital
Rapport
Tabib, Mandar; Fuchs, Franz Georg; Rasheed, Adil. (2016) Report on wake vortex micro-scale turbulent airflow interaction methodologies. SESAR 12.2.2 Report SESAR 12.2.2 Report
Rapport
Rasheed, Adil; Tabib, Mandar; Fuchs, Franz Georg. (2016) Wake Vortex Micro-Scale Turbulence Prototype Development and Sensitivity Studies. SESAR 12.2.2 SESAR 12.2.2
Rapport
Sørli, Karstein; Tabib, Mandar; Rasheed, Adil. (2015) Analysis of Turbulent Wakes Behind Helicopter Hangars at Sola Airport. SINTEF Digital SINTEF Digital
Rapport
Sørli, Karstein; Rasheed, Adil. (2013) Impact Assessment of Adverse Turbulence due to Landscape changes close to Airports. Mathematical and Software Tools for Terrain Modification and Impact Assessment. SINTEF Digital SINTEF Digital
Rapport
Sørli, Karstein; Rasheed, Adil. (2011) Terrain-forced Wind and Turbulence and Optimization of Local Domains and Grids for Terrain-induced Turbulence Forecast. SINTEF Digital SINTEF Digital
Rapport

Undervisning

Emner

Formidling

2024

Poster

Menges, Daniel; Rasheed, Adil. (2024) Nonlinear Model Predictive Control for Enhanced Navigation of Autonomous Surface Vessels. 8th IFAC Conference on Nonlinear Model Predictive Control (NMPC) , Kyoto (Japan) 2024-08-21 - 2024-08-24
Poster

Menges, Daniel; Rasheed, Adil. (2024) Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data. IEEE Conference on Artificial Intelligence , Singapore 2024-06-25 - 2024-06-27
Vitenskapelig foredrag

Menges, Daniel; Brandis, Andreas Von; Rasheed, Adil. (2024) Digital Twin of Autonomous Surface Vessels for Safe Maritime Navigation Enabled through Predictive Modeling and Reinforcement Learning. 43rd International Conference on Ocean, Offshore & Arctic Engineering 2024-06-09 - 2024-06-14
Vitenskapelig foredrag

Rasheed, Adil. (2024) Trustworthy AI for Sustainable Marine and Offshore Systems. 43rd International Conference on Ocean, Offshore & Arctic Engineering , Singapore 2024-06-10 - 2024-06-10
Vitenskapelig foredrag

Rasheed, Adil. (2024) Digital Twins in Wind Energy. 5th Edition Windpower Data and Digital Innovation Forum , Berlin 2024-03-05 - 2024-03-06

2023

Poster

Nivlet, Philippe; Bjørkevoll, Knut Steinar; Tabib, Mandar Vasudeo; Skogestad, Jan Ole; Lunde, Bjørnar; Nybø, Roar. (2023) Towards Real-Time Bad Hole Cleaning Problem Detection Through Adaptive Deep Learning Models. Middle East Oil, Gas and Geosciences Show , Manama, Bahrein 2023-02-19 - 2023-02-21
Vitenskapelig foredrag

Stadtmann, Florian; Mahalingam, Hary Pirajan; Rasheed, Adil. (2023) Data Integration Framework for Virtual Reality Enabled Digital Twins. IEEE 9th World Forum on Internet of Things , Aveiro, Portugal 2023-10-12 - 2023-10-27
Vitenskapelig foredrag

Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Tsiolakis, Vasileios; Eftang, Jens Lohne; Brummelen, Harald van. (2023) Enabling Technologies for Predictive Digital Twins. Conservatoire national des arts et metiers (CNAM) , Paris 2023-12-13 - 2023-12-13
Vitenskapelig foredrag

Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Tsiolakis, Vasileios; Brummelen, Harald van. (2023) Digital Twins as an enabling technology for disruptive improvement of computational methods in marine engineering. X International Conference on Computational Methods in Marine Engineering , Madrid 2023-06-27 - 2023-06-29
Vitenskapelig foredrag

Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Tsiolakis, Vasileios; Brummelen, Harald van. (2023) Hybrid Analysis and Modelling to Enable Digital Twins. III International Conference on Computational Science and AI in Industry (CSAI 2023) , Trondheim 2023-08-28 - 2023-08-30
Vitenskapelig foredrag

Rasheed, Adil. (2023) Digital Twinning of Autonomous Systems. International Conference on Computational Science and AI in Industry , Trondheim 2023-08-28 - 2023-08-30
Vitenskapelig foredrag

Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Tsiolakis, Vasileios; Eftang, Jens Lohne; Brummelen, Harald van. (2023) Enabling Technologies for Predictive Digital Twins. Ecole nationale Superieure d'Arts et Metiers (ENSAM) 2023-12-13 - 2023-12-13
Vitenskapelig foredrag

Tsiolakis, Vasileios; Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Brummelen, Harald van. (2023) Coupled reduced order model components for flow problems. Coupled Problems 2023: X International Conference on Computional Methods for Coupled Problems in Science and Engineering , Chania 2023-06-05 - 2023-06-07
Vitenskapelig foredrag

Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Tsiolakis, Vasileios. (2023) Enabling Technologies for Predictive Digital Twins. INRIA-LJLL Seminar , Paris 2023-11-06 - 2023-11-06
Vitenskapelig foredrag

Kvamsdal, Trond; Rasheed, Adil; Tsiolakis, Vasileios; Brummelen, Harald van. (2023) Enabling technology for predictive digital twins. CM3-TRANSPORT 2023 , Jyväskylä 2023-05-15 - 2023-05-17
Vitenskapelig foredrag

Vaaler, Aksel; Robinson, Haakon Rennesvik; Tengesdal, Trym; Rasheed, Adil. (2023) Modular Collision Avoidance Using Predictive Safety Filters. OMAE 2023 42nd International Conference on Ocean, Offshore & Arctic Engineering , Melbourne, Australia 2023-06-11 - 2023-06-16
Vitenskapelig foredrag

Tabib, Mandar Vasudeo; Nivlet, Philippe; Skogestad, Jan Ole; Nybø, Roar; Rasheed, Adil. (2023) A Hybrid Approach to Detect Bad Hole Cleaning. OMAE 2023 42nd International Conference on Ocean, Offshore & Arctic Engineering , Melbourne, Australia 2023-06-11 - 2023-06-16
Vitenskapelig foredrag

Menges, Daniel; Rasheed, Adil. (2023) Digital Twin for Autonomous Surface Vessels to Generate Situational Awareness. OMAE 2023 42nd International Conference on Ocean, Offshore & Arctic Engineering , Melbourne, Australia 2023-06-11 - 2023-06-16
Poster

Stadtmann, Florian; Rasheed, Adil. (2023) Digital Twins - Framework, Industry Perspective, and Prototypes. EERA DeepWind 2023 2023-01-18 - 2023-01-20
Vitenskapelig foredrag

Both, Jakub Wiktor; Keilegavlen, Eirik; Nordbotten, Jan Martin; Eikehaug, Kristoffer; Fernø, Martin; Kvamsdal, Trond. (2023) PoroTwin: A Digital Twin for a Meter-Scale Porous Medium. SIAM CSE 2023 , Amsterdam 2023-02-27 - 2023-03-03
Faglig foredrag

Lundby, Erlend Torje Berg; Robinson, Haakon Rennesvik; Rasheed, Adil; Gravdahl, Jan Tommy; Halvorsen, Ivar Johan. (2023) Sparse neural networks with skip-connections for identification of aluminum electrolysis cell. IEEE CDC 2023 , Singapore 2023-12-12 - 2023-12-15
Poster

Tabib, Mandar Vasudeo; Nivlet, Philippe; Bjørkevoll, Knut Steinar; Skogestad, Jan Ole; Nybø, Roar; Rasheed, Adil. (2023) An Intrusive Hybrid-Analytics and Modelling with Deep-Learning for Efficient and Accurate Predictions of Hole-Cleaning Process during Wellbore Drilling Simulations. SPE EuropEC - Europe Energy Conference featured at the 84th EAGE Annual Conference & Exhibition , Vienna, Austria 2023-06-05 - 2023-06-08
Vitenskapelig foredrag

Kvamsdal, Trond; Fonn, Eivind; Rasheed, Adil; Tsiolakis, Vasileios; Brummelen, Harald van. (2023) Reduced Order Modelling (ROM) and Hybrid Analysis and Modelling (HAM) as Enablers for Predictive Digital Twins (DT). Politecnico di Milano; Universitat Politecnica de Catalunya , Taormina, Sicily, Italy 2023-05-30 - 2023-06-01
Faglig foredrag

Keilegavlen, Eirik; Fonn, Eivind; Johannessen, Kjetil; Eikehaug, Kristoffer; Both, Jakub Wiktor; Fernø, Martin. (2023) PoroTwin: A Digital Twin for a Meter-Scale Porous Media. SIAM Conference on Mathematical & Computational Issues in the Geosciences , Bergen 2023-06-19 - 2023-06-22
Faglig foredrag

Tabib, Mandar Vasudeo; Rasheed, Adil. (2023) Hybrid Analytics and Modellling Applications in Fluid Flow: Case Study - Wind Energy, Drilling, Greenhouse and Urban City. CSAI,2023 , Trondheim 2023-08-28 - 2023-08-30

2022

Faglig foredrag

Tsiolakis, Vasileios; Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Brummelen, Harald van. (2022) Complexity reduction of geometrically parametrised turbulent flows via reduced order models. WCCM 2022 2022-07-31 - 2022-08-05
Faglig foredrag

Tsiolakis, Vasileios; Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Brummelen, Harald van. (2022) Reduced order models for the solution of geometrically-parametrised turbulent flow problems. ECCOMAS 2022 2022-06-05 - 2022-06-09
Poster

Tsiolakis, Vasileios; Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Brummelen, Harald van. (2022) A reduced order model strategy for the efficient approximation of transient, turbulent flow around wind-turbine blades. EERA Deepwind 2022 , Trondheim 2022-01-19 - 2022-01-21

2021

Vitenskapelig foredrag

Rasheed, Adil; Lekkas, Anastasios M.. (2021) Organization of mini symposium on Explainable AI and Hybrid Analysis and Modeling. Computational Sciences and AI in Industry 2021-06-07 - 2021-06-09
Vitenskapelig foredrag

Rasheed, Adil; Kvamsdal, Trond. (2021) Hybrid Analysis and Modeling. Lectures at the Center for Modeling of Coupled Subsurface Dynamics, University of Bergen. 2021-04-09 - 2021-04-23
Poster

Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2021) Deep Neural Network Enabled Corrective Source Term Approach for Predictive Digital Twins. NorwAI Innovate Conference , Trondheim 2021-10-20 - 2021-10-20

2019

Vitenskapelig foredrag

Sterud, Camilla; Robinson, Haakon; Rasheed, Adil; Moe, Signe; San, Omer. (2019) Deep Reinforcement Learning for Path Following and Collision Avoidance. 5th Norwegian Big Data Symposium , Trondheim 2019-11-13 -
Faglig foredrag

Rasheed, Adil. (2019) Stordata-kybernetikk / Big Data Cybernetics. Teka Big Data Seminar , Trondheim 2019-11-27 - 2019-11-27
Vitenskapelig foredrag

Ahmed, Shady; Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2019) LSTM based nonintrusive ROM of convective flows. 72nd Annual Meeting of the APS Division of Fluid Dynamics , Seattle, Washington 2019-11-23 - 2019-11-26
Vitenskapelig foredrag

Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2019) Data-driven filter estimation for the sub-grid modelling of Kraichnan turbulence,. SIAM Conference on Computational Science and Engineering 2019-02-25 - 2019-03-01
Vitenskapelig foredrag

Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2019) A Hybrid Approach for Model Order Reduction of Barotropic Quasi-geostrophic Turbulence. SIAM Conference on Computational Science and Engineering 2019-02-25 - 2019-03-01
Vitenskapelig foredrag

Pawar, Suraj; San, Omer; Rasheed, Adil. (2019) Deep learning based sub-grid scale closure for LES of Kraichnan turbulence. 72nd Annual Meeting of the APS Division of Fluid Dynamics , Seattle, Washington 2019-11-23 - 2019-11-26

2018

Vitenskapelig foredrag

Tabib, Mandar; Khan, Malik Muhammad Zaki Murtaza; Lingjærde, Ole Christian; Johannessen, Kjetil Andre; Rasheed, Adil; Fonn, Eivind. (2018) Geilo Winter School in eScience on Artificial Intelligence. Geilo Winter School in eScience 2018-01-21 - 2018-01-26
Poster

Tabib, Mandar; Løvvik, Ole Martin; Johannessen, Kjetil Andre; Rasheed, Adil; Sagvolden, Espen; Rustad, Anne Marthine. (2018) Discovering Thermoelectric Materials Using Machine Learning: Insights and Challenges. ICANN 2018 conference , Rhodes 2018-10-01 - 2018-10-05
Faglig foredrag

Tabib, Mandar; Rasheed, Adil. (2018) Hybrid analytics for drone landing and take-off in urban areas. Drones within the health care sector (http://www.hamarregionen.net/arrangementer/droner-i-helsesektoren/) , Hamar kulturhus 2018-06-19 - 2018-06-19
Vitenskapelig foredrag

Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Physics-based artificial neural network formulations for LES of Kraichnan turbulence. 2nd MAE Graduate Research Symposium, Oklahoma State University, Stillwater , Oklahoma 2018-11-02 - 2018-11-02
Vitenskapelig foredrag

Rasheed, Adil. (2018) Industry performance enhanced by hybrid modelling. SINTEF Petroleum Conference 2018 2018-03-20 - 2018-03-21
Vitenskapelig foredrag

Rahman, Sk. Mashfiqur; Rasheed, Adil; San, Omer. (2018) A Hybrid Analytics Paradigm Combining Physics-Based Modeling and Data-Driven Modeling to Accelerate Incompressible Flow Solvers. 71st Annual Meeting of the APS Division of Fluid Dynamics 2018-11-18 - 2018-11-20
Vitenskapelig foredrag

Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Data-driven deconvolution for the large eddy simulation of Kraichnan turbulence. 71st Annual Meeting of the APS Division of Fluid Dynamics 2018-11-18 - 2018-11-20

2017

Poster

Rasheed, Adil; Tabib, Mandar; Süld, Jakob Kristoffer; Kristiansen, Jørn; Kvamsdal, Trond. (2017) Demonstrating the improved performance of an Ocean-Met model using bi-directional coupling. EERA DEEPWIND'2017, 14TH DEEP SEA OFFSHORE WIND R&D CONFERENCE 2017-01-18 - 2017-01-20
Faglig foredrag

Tabib, Mandar; Rasheed, Adil; Fonn, Eivind; Siddiqui, Muhammad Salman; Kvamsdal, Trond. (2017) Near wake region of an industrial scale wind turbine: comparing LES-ALM with LES-SMI simulations using data mining. WAKE 2017 2017-05-30 - 2017-06-01
Faglig foredrag

Tabib, Mandar; Rasheed, Adil; Fonn, Eivind. (2017) A computational framework involving CFD and data mining tools for analyzing disease in carotid artery bifurcation. CFD 2017 , Trondheim 2017-05-31 - 2017-06-01
Faglig foredrag

Tabib, Mandar; Rasheed, Adil; Uteng, Tanu Priya. (2017) Methodology for assessing cycling comfort during a smart city development. CISBAT 2017 , LAUSANNE 2017-08-06 - 2017-08-08
Faglig foredrag

Fonn, Eivind; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) A Step towards a Reduced Order Modelling of Flow Characterized by Wakes Using Proper Orthogonal Decomposition. OMAE 36th International Conference on Ocean, Offshore & Arctic Engineering , Trondheim 2017-06-25 - 2017-06-30
Faglig foredrag

Rasheed, Adil; Tabib, Mandar. (2017) Wind Farm Modeling in a Realistic Environment Using a Multiscale Approach. OMAE 36th International Conference on Ocean, Offshore & Arctic Engineering , Trondheim 2017-06-25 - 2017-06-30
Faglig foredrag

Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) Quasi-Static & Dynamic Numerical Modeling of Full Scale NREL 5MW Wind Turbine. DeepWind 2017 , Trondheim 2017-06-25 - 2017-06-30
Faglig foredrag

Tabib, Mandar; Rasheed, Adil. (2017) Analysis of Unsteady Hydrodynamics Related to Vortex Induced Vibrations on Bluff-Bodied Offshore Structure. OMAE 2017 - 36th International Conference on Ocean, Offshore & Arctic Engineering 2017-06-25 - 2017-06-30
Faglig foredrag

Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) On Interactions between Wind Turbines and the Marine Boundary Layer. OMAE 36th International Conference on Ocean, Offshore & Arctic Engineering , Trondheim 2017-06-25 - 2017-06-30
Faglig foredrag

Rasheed, Adil; Süld, Jakob Kristoffer; Tabib, Mandar. (2017) Effect of Uni- and Bi-Directional Coupling of Ocean-Met Interaction on Significant Wave Height and Local Wind. OMAE - 36th International Conference on Ocean, Offshore & Arctic Engineering , Trondheim 2017-06-25 - 2017-06-30
Poster

Tabib, Mandar; Rasheed, Adil; Siddiqui, Muhammad Salman. (2017) Simulating Single turbine and associated wake development - comparison of computational methods (Actuator Line Vs Sliding Mesh Interface Vs Multiple Reference Frame) for an industrial scale wind turbine. EERA Deepwind Conference , Trondheim 2017-01-08 - 2017-01-21
Poster

Tabib, Mandar; Rasheed, Adil; Siddiqui, Muhammad Salman. (2017) A 3D Vs 2.5D Vs 2D CFD analysis of 5MW NREL reference wind-turbine to study impact of bluff section. EERA Deepwind Conference , Trondheim 2017-01-18 - 2017-01-21
Poster

Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) Explaining the Torque vs TSR curve in a Fully Resolved Setting on a Mega Watt Size Wind Turbine. 14th Deep Sea Offshore Wind Conference, Deepwind, 18-21 January 2017, Trondheim, Norway. , Trondheim 2017-01-18 - 2017-01-21
Faglig foredrag

Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) Numerical Modeling Framework for Wind Turbine Analysis & Atmospheric Boundary Layer Interaction. Scitech Conference , Grapevine Texas 2017-01-09 - 2017-01-13
Faglig foredrag

Rasheed, Adil. (2017) Hybrid Analytics: Combining physics based modeling and machine learning algorithms. Kongsberg Technology Conference , Sundvollen 2017-09-07 - 2017-09-08
Faglig foredrag

Rasheed, Adil. (2017) Why we find turbulent flight paths exciting ?. Forskning å være stolt av, SINTEF Ledersamling , Trondheim 2017-05-22 - 2017-05-23
Faglig foredrag

Rasheed, Adil. (2017) Reflection on how to utilize Machine Learning and Artificial Intelligence in our current workflow. BigLearn Kickoff Meeting , Trondheim 2017-06-12 - 2017-06-12

2016

Faglig foredrag

Rasheed, Adil. (2016) Empirical Model Decomposition based mathematical modelling strategy for analyzing Actigraphy Data and correlating it to Clinical Psychiatric Evaluation. Actigraphy Seminar , Trondheim 2016-03-14 - 2016-03-15
Poster

Fuchs, Franz Georg; Rasheed, Adil; Tabib, Mandar; Fonn, Eivind. (2016) Wake modeling in complex terrain using a hybrid Eulerian-Lagrangian Split Solver. The Science of Making Torque from Wind (TORQUE 2016) 2016-10-05 - 2016-10-07
Faglig foredrag

Rasheed, Adil. (2016) Numerical simulation strategy from 2D blade sections to windfarms. Japan-Norway meeting on Offshore Energy Systems , Trondheim 2016-09-07 - 2016-09-09
Faglig foredrag

Rasheed, Adil. (2016) Wind Energy Modelling from a Wind Farm to a Wind Blade Scale / Recent Innovations in Wind Engineering in Norway and Potential for Collaborations. Tsukuba Science Week 2016 , Tsukuba 2016-09-17 - 2016-09-19

2015

Poster

Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond; Mushtaq, Asif; Fonn, Eivind; Opstal, Timo Matteo van. (2015) Investigation of the impact of wakes and stratification on the performance of an onshore wind farm. EERA DeepWind 2015, 12th Deep Sea Offshore Wind R&D Conference , Trondheim 2015-02-04 - 2015-02-06
Faglig foredrag

Rasheed, Adil; Tabib, Mandar. (2015) Flow Characterization in Complex Terrain for Aviation Safety. ICAAEAT 2016 : 18th International Conference on Advanced Aerospace Engineering and Atmospheric Turbulence 2015-01-07 - 2015-01-08
Poster

Kvarving, Arne Morten; Kvamsdal, Trond; Rasheed, Adil; Okstad, Knut Morten; Fonn, Eivind; Mathisen, Kjell Magne. (2015) 3D CFD and FSI-simulation of flow around turbine blades. Deepwind'2015 , Trondheim 2015-02-04 - 2015-02-06
Poster

Mushtaq, Asif; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2015) Statistical analysis of wind mast data from the Bassaker Wind Farm. EERA DeepWind 2015, 12th Deep Sea Offshore Wind R&D Conference , Trondheim 2015-02-04 - 2015-02-06
Faglig foredrag

Shabnam, Adiba; Rasheed, Adil. (2015) Investigation of the influence of 5-HT1A R agonist and 5-HT2A/2C R agonist in m-RNA expression of AMPA-R GABA-Aα 1R and BDNF in HT-22 cells of mice. 4th International Conference and Exhibition on Biometrics and Biostatistics , San Antonio 2015-11-16 - 2015-11-18
Vitenskapelig foredrag

Opstal, Timo Matteo van; Fonn, Eivind; Holdahl, Runar; Kvamsdal, Trond; Kvarving, Arne Morten; Mathisen, Kjell Magne. (2015) Isogeometric methods for CFD and FSI-simulation of flow around turbine blades. EERA DeepWind’2015 , Trondheim 2015-02-04 - 2015-02-06
Faglig foredrag

Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2015) Three Dimensional Variable Turbulent Intensity Flow Field Characterization of a Vertical Axis Wind Turbine. 12 Deep Sea Offshore Wind R&D Conference , Trondheim 2015-02-04 - 2015-02-06
Poster

Kvamsdal, Trond; Kvarving, Arne Morten; Mathisen, Kjell Magne; Nordanger, Knut; Okstad, Knut Morten; Rasheed, Adil. (2015) Strip theory approach for FSI-simulations of flow around turbine blades. EERA DeepWind'2015 Deep Sea Offshore Wind R&D Conference , Trondheim 2015-02-04 - 2015-02-06
Poster

Okstad, Knut Morten; Mathisen, Kjell Magne; Kvamsdal, Trond; Kvarving, Arne Morten; Nordanger, Knut; Rasheed, Adil. (2015) 3D Beam element for FSI-simulation of flow around turbine blades. EERA DeepWind'2015, 12th Deep Sea Offshore Wind R&D Conference; , Trondheim 2015-02-04 - 2015-02-06

2014

Faglig foredrag

Sørli, Karstein; Rasheed, Adil; Midtbø, Knut H.; Süld, Jakob K.. (2014) Atmospheric and Wake Vortex Turbulence - Analysis and Forecasting by Mathematical Modelling and Numerical Simulations. ATM Seminar , Forskningsveien 1, Oslo 2014-02-27 - 2014-02-27
Poster

Rasheed, Adil; Holdahl, Runar; Åkervik, Espen; Kvamsdal, Trond. (2014) FSI: Fluid Solid Interaction for Wind Turbine. 10th Deep Sea Offshore Wind R&D Conference, Deep Wind 2014 2014-01-22 - 2014-01-24
Poster

Rasheed, Adil; Süld, Jakob Kristoffer; Kvamsdal, Trond. (2014) A Multiscale Wind and Power Forecast System for Wind Farms. 10th Deep Sea Offshore Wind R&D Conference, Deep Wind 2014 2014-01-22 - 2014-01-24
Faglig foredrag

Rasheed, Adil; Kvamsdal, Trond. (2014) Multiscale Wind and Temperature Modeling. 26th International Conference on Computational Fluid Dynamics , Trondheim 2014-05-20 - 2014-05-22

2013

Faglig foredrag

Rasheed, Adil; Kvamsdal, Trond; Tande, Johan Olav. (2013) Norwegian Offshore Wind Technology: NOWITECH project. Indo-Norwegian Workshop 2013 , Mumbai 2013-05-05 - 2013-05-10
Vitenskapelig foredrag

Rasheed, Adil; Sørli, Karstein; Hagen, Trond Runar. (2013) A Multiscale Approach to Micrositing of Wind Turbines. Invited talk , Trondheim 2013-05-23 - 2013-05-23
Faglig foredrag

Rasheed, Adil; Sørli, Karstein; Süld, Jakob Kristoffer; Midtbø, Knut Helge. (2013) Downscaling as a way to predict hazardousconditions for aviation activities. SESAR Innovation Day 2013-11-26 - 2013-11-28
Poster

Rasheed, Adil; Holdahl, Runar; Kvarving, Arne Morten; Süld, Jakob Kristoffer. (2013) Fluid Solid Interaction for Wind Turbines. NOWITECH DAY , Trondheim 2013-06-11 - 2013-06-11

2012

Vitenskapelig foredrag

Rasheed, Adil; Sørli, Karstein; Ødegard, Viel; Kvamsdal, Trond; Midtbø, Knut Helge. (2012) Potential of Numerical Turbulence Prediction System for Wind Turbine Micrositing. International Conference on Renewable Energy Utilization , Coimbatore 2012-01-04 - 2012-01-06
Vitenskapelig foredrag

Rasheed, Adil; Sørli, Karstein; Kvamsdal, Trond. (2012) Application of a Multiscale Turbulence Prediction System for aviation safety and wind turbine siting. European Congress on Computational Methods in Applied Sciences and Engineering , Vienna 2012-09-10 - 2012-09-14
Faglig foredrag

Rasheed, Adil. (2012) Microscale CFD model for Wind Energy Forecast in a complex terrain. Laboratory Visit , Boulder, Colorado 2012-11-14 - 2012-11-14
Faglig foredrag

Rasheed, Adil; Sørli, Karstein; Ødegaard, Viel; Kvamsdal, Trond; Midtbø, Knut Helge. (2012) Potential of Numerical Turbulence Prediction System for Wind Turbine Micrositing. International Conference on Renewable Energy Utilization 2012-01-02 - 2012-01-06

2011

Faglig foredrag

Rasheed, Adil; Sørli, Karstein; Holdahl, Runar; Kvamsdal, Trond. (2011) A Multiscale Approach to Micrositing of Wind Turbines. International Conference on Advances in Energy Engineering , Bangkok 2011-12-27 - 2011-12-29
Vitenskapelig foredrag

Rasheed, Adil. (2011) Potential of a Multiscale Turbulence Prediction System as a Wind Turbine Siting Tool. Møte med Trønderenergi , Trondheim 2011-10-06 - 2011-10-06
Vitenskapelig foredrag

Rasheed, Adil. (2011) Analysis of Terrain-Induced Turbulence on Alternative Airport Locations at the Faroes Islands using Numerical Simulation. Faroe Island , Copenhagen, Denmark 2011-08-30 - 2011-08-30
Vitenskapelig foredrag

Rasheed, Adil. (2011) Analysis and Siting of a New Runway at the Sandnessjøen Airport, Stokka with respect to mountain induced turbulence. Norwegian Meteorological Institute , Oslo, Norway 2011-09-30 - 2011-09-30

2010

Faglig foredrag

Rasheed, Adil; Robinson, Darren; Lakehal, Djamel. (2010) On the Effects of Complex Urban Geometries on Mesoscale Modelling. International Symposium on Computational Wind Engineering 2010-05-23 - 2010-05-27

2009

Vitenskapelig foredrag

Rasheed, Adil. (2009) Recent Developments in Turbulence Modeling. Institute Visit , Oslo 2009-11-14 - 2009-11-14

Språkvelger

Adil Rasheed

Adil Rasheed

Om

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Digital Twin for Wind Energy

Smart Greenhouse

Digital twin of smart houses

Hybrid Analysis and Modeling

Publikasjoner

Modular control architecture for safe marine navigation: Reinforcement learning with predictive safety filters

Digital Twins in Wind Energy: Emerging Technologies and Industry-Informed Future Directions

Combining physics-based and data-driven techniques for reliable hybrid analysis and modeling using the corrective source term approach

PoroTwin: A Digital Twin for a FluidFlower Rig

Digital Twins in intensive aquaculture — Challenges, opportunities and future prospects

Artificial Intelligence-Driven Digital Twin of a Modern House Demonstrated in Virtual Reality

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