Mitigating Spectral Bias in Neural PDE Solvers with Parametric Grid Convolutional Attention Networks

Parametric Grid Convolutional Attention Networks (PGCAN) effectively address spectral bias in neural partial differential equation solvers by leveraging convolution layers and attention mechanisms.