Investigation of PINN Stability and Robustness for the Euler-Bernoulli Beam Problem

Thonn Homsnit, Kensuke Kageyama, Tomohisa Kojima

Physics-Informed Neural Networks (PINNs) encounter significant training difficulties when applied to doubly-clamped beam problems, and the underlying causes are not fully understoo…