TGPT-PINN: Nonlinear model reduction with transformed GPT-PINNs

Yanlai Chen, Yajie Ji, Akil Narayan +1

We introduce the Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN) for accomplishing nonlinear model order reduction (MOR) of transport-dominated part…