Bo-Lin Liu

Research Progress on Solving Partial Differential Equations Using Physics-Informed Neural Networks

Physics-Informed Neural Networks (PINNs) are a new method which, over the past few years, due to the development of the deep learning technology, has demonstrated significant potential in solving Partial Differential Equations (PDEs). Directly incorporating physical laws into the model training process does not only in...