Initialization-enhanced Physics-Informed Neural Network with Domain Decomposition (IDPINN)

Chenhao Si, Ming Yan

We propose a new physics-informed neural network framework, IDPINN, based on the enhancement of initialization and domain decomposition to improve prediction accuracy. We train a P…