About
Hi! I am a second-year PhD student in Computer Science at the City University of New York, advised by Prof. Jonathan Gryak. Prior to that I worked as a Software Engineer at Nokia. I earned my MSc in Complex Systems from Aalto University’s Department of Computer Science and my BSc in Computer Engineering from Sharif University of Technology’s Computer Engineering Department.
Research Interests:
- Symbolic Regression, Equation Discovery
- Agentic AI
- Scientific ML
News
- [Apr 2026] I held a workshop on making reproducible and visible research at The Graduate Center, CUNY. Check out the materials here.
- [Apr 2026] LLM-ODE paper accepted at GECCO-26!
- [Nov 2025] MDBench paper accepted for an oral presentation at AAAI 2026!
- [Sep 2025] New preprint is available: MDBench: Benchmarking Data-Driven Methods for Model Discovery
- [Jan 2025] I am thrilled to start my PhD in Computer Sience at CUNY, supervised by Prof. Jonathan Gryak!
Publications | Google Scholar
| LLM-ODE: Data-driven Discovery of Dynamical Systems with Large Language Models Amirmohammad Ziaei Bideh, Jonathan Gryak GECCO 2026 Code, Website | ![]() |
| MDBench: Benchmarking Data-Driven Methods for Model Discovery Amirmohammad Ziaei Bideh, Aleksandra Georgievska, Jonathan Gryak AAAI 2026 Code, Dataset | ![]() |
| Joint Inference of Diffusion and Structure in Partially Observed Social Networks Using Coupled Matrix Factorization Maryam Ramezani, Aryan Ahadinia, Amirmohammad Ziaei Bideh, Hamid R Rabiee ACM Transactions on Knowledge Discovery from Data, 2023 | ![]() |
| Niimpy: A toolbox for behavioral data analysis Arsi Ikäheimonen, Ana M. Triana, Nguyen Luong, Amirmohammad Ziaei Bideh, Jarno Rantaharju, Richard Darst, Talayeh Aledavood SoftwareX, 2023 Code | ![]() |
| Machine learning interpretability meets TLS fingerprinting Mahdi Jafari Siavoshani, Amirhossein Khajehpour, Amirmohammad Ziaei Bideh, Amirali Gatmiri & Ali Taheri Soft Computing, 2023 | ![]() |




