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 (CoRR, 2025)