Minh Tu Pham

Physics-Informed Hybrid Modeling of Pneumatic Artificial Muscles

Pneumatic Artificial Muscles (PAMs) are complex nonlinear systems characterized by hysteresis, making them challenging to model with classical system identification methods. While deep learning has emerged as a powerful tool for modeling nonlinear systems from data, purely neural networkbased models