Search Results for author: Yajie Ji

Found 1 papers, 1 papers with code

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

1 code implementation6 Mar 2024 Yanlai Chen, Yajie Ji, Akil Narayan, Zhenli Xu

We introduce the Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN) for accomplishing nonlinear model order reduction (MOR) of transport-dominated partial differential equations in an MOR-integrating PINNs framework.

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