Siamak Khatami
Om
My name is Siamak Khatami. I have both Bs.C. and Ms.C. in industrial engineering and started my Ph.D. program at NTNU in March 2020. The most exciting fields of mine are Programming, Artificial Intelligence, statistics, and agent-based simulation. In short, Agent-based modeling is a computational simulation approach to simulate a society at a micro-level to understand macro-level behaviors concerning the dynamics and complexities of the society.
I started my professional career in this field with a project at the University of Zurich, Department of Psychology, with Dr. Robert Tobias. During that project, I got the chance to face real problems designing and implementing Agent-based models. Those experiences and highlighted questions in my mind pursued me to look for research positions in different universities, which I thought were following the same matters. That was how I found my current job at NTNU, which Dr. Christopher Frantz supervises.
The idea of my P.hD is to facilitate Agent-based modeling for policy analysis. Many solutions are proposed in this project using different statistical and computational methodologies to aim the title. In brief, the list of sub-projects is as follows: each is in another state of development.
- Copatrec, a python package to find data-oriented nonlinear relations using machine learning
- Facilitating Agent-based modeling using NLP
Besides my research project, I also have some teaching responsibilities and lectures in Cloud technologies which deal with all practical layers of the machine to machine communication (APIs). We continuously try to update course materials and introduce state-of-the-art technologies in this field to the students.
I am currently a member of the Software, Data, and Digital Ecosystems (SDDE) research group at NTNU, and besides my group activities, I am supervising a master project about "Underwater object detection using AI" (Varun Srivastava ).
Forskning
Publikasjoner
2025
-
Khatami, Siamak;
Frantz, Christopher Konstantin;
Moses, Jonathon Wayne.
(2025)
AI-Enhanced ABM Development: Facilitating Agent-based Modeling using Artificial Intelligence.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Doktorgradsavhandling
2024
-
Khatami, Siamak;
Frantz, Christopher Konstantin.
(2024)
Income Versus Demand: Exploring Dynamics of Poverty Lines Using Agent-Based Modeling.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2023
-
Khatami, Siamak;
Frantz, Christopher Konstantin.
(2023)
Copatrec: A correlation pattern recognizer Python package for nonlinear relations.
SoftwareX
Vitenskapelig artikkel
2021
-
Jafarpour, Amir;
Khatami, Siamak.
(2021)
Analysis of Environmental Costs’ Effect in Green Mining Strategy Using a System Dynamics Approach: A Case Study.
Mathematical Problems in Engineering (MPE)
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Khatami, Siamak;
Frantz, Christopher Konstantin.
(2023)
Copatrec: A correlation pattern recognizer Python package for nonlinear relations.
SoftwareX
Vitenskapelig artikkel
-
Jafarpour, Amir;
Khatami, Siamak.
(2021)
Analysis of Environmental Costs’ Effect in Green Mining Strategy Using a System Dynamics Approach: A Case Study.
Mathematical Problems in Engineering (MPE)
Vitenskapelig artikkel
Del av bok/rapport
-
Khatami, Siamak;
Frantz, Christopher Konstantin.
(2024)
Income Versus Demand: Exploring Dynamics of Poverty Lines Using Agent-Based Modeling.
Springer
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rapport
-
Khatami, Siamak;
Frantz, Christopher Konstantin;
Moses, Jonathon Wayne.
(2025)
AI-Enhanced ABM Development: Facilitating Agent-based Modeling using Artificial Intelligence.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Doktorgradsavhandling
Formidling
2023
-
PosterKhatami, Siamak; Frantz, Christopher Konstantin. (2023) Correlation Pattern Recognizer (Copatrec): Automating Nonlinear Model Selection from Data. The European Social Simulation Association (ESSA) 18th Social Simulation Conference (SCC2023) , Glasgow 2023-09-04 - 2023-09-08