A physics-informed machine learning approach to predict soil water content for agricultural decision-making. - Amirsalar Bagheri; Andres Patrignani; Behzad Ghanbarian; Davood Babaei Pourkargar (ACC, 2024)

Learning-based Model Predictive Control of an Ammonia Synthesis Reactor. - Thiago O. Cabral; Amirsalar Bagheri; Davood Babaei Pourkargar (ACC, 2024)

Learning-based estimation and predictive control of an ammonia synthesis reactor. - Amirsalar Bagheri; Thiago O. Cabral; Davood Babaei Pourkargar (ACC, 2025)

A hybrid time series and physics-informed machine learning framework to predict soil water content. - Amirsalar Bagheri; Andres Patrignani; Behzad Ghanbarian; Davood Babaei Pourkargar (Eng. Appl. Artif. Intell., 2025)