research
∙
02/28/2023
Framelet Message Passing
Graph neural networks (GNNs) have achieved champion in wide applications...
share
research
∙
10/19/2022
HT-Net: Hierarchical Transformer based Operator Learning Model for Multiscale PDEs
Complex nonlinear interplays of multiple scales give rise to many intere...
research
∙
03/02/2021
Generalized Rough Polyharmonic Splines for Multiscale PDEs with Rough Coefficients
In this paper, we demonstrate the construction of generalized Rough Poly...
research
∙
01/04/2021