Publications

Publications

Selected journal and conference work, together with current research manuscripts.

2026

A Practical MPC-Pretrained Reinforcement Learning Framework for Complex Process Systems

Amir Hossein Hamedi, Hesam Hassanpour, Ankur Kumar, Atharva Vijay Suryavanshi, Prashant Mhaskar

Industrial & Engineering Chemistry Research · DOI 10.1021/acs.iecr.6c00277

2026

Critic-Based Supervisory Gating for Multi-Channel Reinforcement Learning-Assisted Model Predictive Control

Amir Hossein Hamedi, Hesam Hassanpour, Ankur Kumar, Atharva Vijay Suryavanshi, Prashant Mhaskar

Computers & Chemical Engineering

2026

Practical Stability Net Based Reinforcement Learning Control from Step-Test Data

Amir Hossein Hamedi, Ankur Kumar, Atharva Vijay Suryavanshi, Prashant Mhaskar

Optimal Control Applications and Methods

2024

A Hybrid Clustering Approach Integrating First-Principles Knowledge with Data for Fault Detection in HVAC Systems

Hesam Hassanpour, Amir Hossein Hamedi, Prashant Mhaskar, John M. House, Timothy I. Salsbury

Computers & Chemical Engineering · DOI 10.1016/j.compchemeng.2024.108717

2023

Integrating Artificial Immune Genetic Algorithm and Metaheuristic Ant Colony Optimizer with Two-Dose Vaccination and Modeling for Residual Fluid Catalytic Cracking Process

Amir Hossein Hamedi, Hossein Abolghasemi, Saeid Shokri, Hamid Jafari Nia, Farshad Moayedi

Arabian Journal for Science and Engineering · DOI 10.1007/s13369-023-07882-x

Manuscript

Flooding Detection and Control with Simplified Hydraulics for Distillation Columns

Amir Hossein Hamedi, Vladimir Mahalec, Prashant Mhaskar

Computers & Chemical Engineering