Equation Discovery, Parametric Simulation, and Optimization Using the Physics-Informed Neural Network (PINN) Method for the Heat Conduction Problem

Ehsan Ghaderi, Mohamad Ali Bijarchi, Siamak Kazemzadeh Hannani, Ali Nouri Boroujerdi

October 29, 2025