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
LLM-ODE: Data-driven Discovery of Dynamical Systems with Large Language Models
MDBench: Benchmarking Data-Driven Methods for Model Discovery
Amirmohammad Ziaei Bideh, Aleksandra Georgievska, Jonathan Gryak
AAAI 2026
Code, Dataset
MDBench: Benchmarking Data-Driven Methods for Model Discovery
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
Joint Inference of Diffusion and Structure in Partially Observed
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
Niimpy: A toolbox for behavioral data analysis
Machine learning interpretability meets TLS fingerprinting
Mahdi Jafari Siavoshani, Amirhossein Khajehpour,
Amirmohammad Ziaei Bideh, Amirali Gatmiri & Ali Taheri
Soft Computing, 2023
Machine learning interpretability meets TLS fingerprinting