Mass weighting algorithm optimizes Fourier-based physics-informed neural network in adhesive contact mechanics

Yunong Zhou, Kaifeng Huang, Chaofan Du +2

Physics-informed neural networks (PINNs) for elastic contact mechanics suffer from a spectral stiffness imbalance,that is, the elastic kernel grows linearly with wave number, causi…