Damiano Varagnolo
Bakgrunn og aktiviteter
Personlig webbsiden: http://folk.ntnu.no/damianov/
Emner
- TK8117 - Multivariat dataanalyse - videregående emner
- TTK4260 - Multivariat dataanalyse og maskinlæring
- TTK4225 - Systemteori, grunnkurs
Vitenskapelig, faglig og kunstnerisk arbeid
Et utvalg av nyere tidsskriftspublikasjoner, kunstneriske produksjoner, bok, inklusiv bokdeler og rapport-del. Se alle publikasjoner i databasen
Tidsskriftspublikasjoner
- (2022) Data-driven energy management of isolated power systems under rapidly varying operating conditions. Applied Energy. vol. 314.
- (2022) Data-informed scenario generation for statistically stable energy storage sizing in isolated power systems. Journal of Energy Storage. vol. 51 (104311).
- (2022) Automated porosity estimation using CT-scans of extracted core data. Computational Geosciences. vol. 26.
- (2022) Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning. Neural Networks. vol. 152.
- (2021) Lithology classification of whole core CT scans using convolutional neural networks. SN Applied Sciences. vol. 3 (6).
- (2021) Classifying Lithofacies from Textural Features in Whole Core CT-Scan Images. SPE Reservoir Evaluation and Engineering. vol. 24 (02).
- (2021) Comparing Deep Reinforcement Learning Algorithms’ Ability to Safely Navigate Challenging Waters. Frontiers in Robotics and AI. vol. 8.
- (2021) Controlled Direct Liquid Cooling of Data Servers. IEEE Transactions on Control Systems Technology. vol. 29 (6).
- (2021) Metamodeling of the electrical conditions in submerged arc furnaces. Social Science Research Network (SSRN).
- (2021) Metamodeling of the Electrical Conditions in Submerged Arc Furnaces. Metallurgical and Materials Transactions B. vol. 52B.
- (2020) Calibrating range measurements of lidars using fixed landmarks in unknown positions. Sensors. vol. 21 (1).
- (2020) Graph-based modelling and simulation of liquid immersion cooling systems. Energy. vol. 207.
- (2020) Graph-theoretic approaches and tools for quantitatively assessing curricula coherence. European Journal of Engineering Education.
- (2019) Multi-Agent Newton-Raphson Optimizaton Over Lossy Networks. IEEE Transactions on Automatic Control. vol. 64 (7).
- (2019) Data-driven models of pelvic floor muscles dynamics subject to psychological and physiological stimuli. IFAC Journal of Systems and Control. vol. 8 (30).
- (2019) Quantitative analysis of curricula coherence using directed graphs. IFAC-PapersOnLine. vol. 52 (9).
- (2019) A computationally efficient model predictive control scheme for space debris rendezvous. IFAC-PapersOnLine. vol. 52 (12).
- (2019) Distributed multi-agent Gaussian regression via finite-dimensional approximations. IEEE Transactions on Pattern Analysis and Machine Intelligence. vol. 41 (9).
Del av bok/rapport
- (2021) Data dependent concurrent storage sizing and control design for frequency support in isolated power systems. 2021 European Control Conference, ECC 2021.
- (2021) A Deep-Learning Approach for Lithological Classification Using 3D Whole Core CT-Scan Images. SPWLA 62nd Annual Logging Symposium.