Search Results for author: Shanshan Xiao

Found 2 papers, 0 papers with code

Learning solution operators of PDEs defined on varying domains via MIONet

no code implementations23 Feb 2024 Shanshan Xiao, Pengzhan Jin, Yifa Tang

In this work, we propose a method to learn the solution operators of PDEs defined on varying domains via MIONet, and theoretically justify this method.

Generalized Lagrangian Neural Networks

no code implementations8 Jan 2024 Shanshan Xiao, Jiawei Zhang, Yifa Tang

Then in this article, we introduce a groundbreaking extension (Genralized Lagrangian Neural Networks) to Lagrangian Neural Networks (LNNs), innovatively tailoring them for non-conservative systems.

Cannot find the paper you are looking for? You can Submit a new open access paper.