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02/28/2023
Framelet Message Passing
Graph neural networks (GNNs) have achieved champion in wide applications...
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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...
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03/02/2021
Generalized Rough Polyharmonic Splines for Multiscale PDEs with Rough Coefficients
In this paper, we demonstrate the construction of generalized Rough Poly...
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01/04/2021
