Is the neural tangent kernel of PINNs deep learning general partial differential equations always convergent ?

Zijian Zhou, Zhenya Yan

In this paper, we study the neural tangent kernel (NTK) for general partial differential equations (PDEs) based on physics-informed neural networks (PINNs). As we all know, the tra…