Convergence of Implicit Gradient Descent for Training Two-Layer Physics-Informed Neural Networks

Xianliang Xu, Ting Du, Wang Kong +3

The optimization algorithms are crucial in training physics-informed neural networks (PINNs), as unsuitable methods may lead to poor solutions. Compared to the common gradient desc…