activity
20202026
most citedAttention U-Net as a surrogate model for groundwater prediction

42 citations · 61 across the 8 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Generative modeling of Sparse Approximate Inverse Preconditioners

Mou Li, He Wang, Peter K. Jimack

We present a new deep learning paradigm for the generation of sparse approximate inverse (SPAI) preconditioners for matrix systems arising from the mesh-based discretization of ell…

cs.LG2024★ 7 cited

Investigating Guiding Information for Adaptive Collocation Point Sampling in PINNs

Jose Florido, He Wang, Amirul Khan +1

Physics-informed neural networks (PINNs) provide a means of obtaining approximate solutions of partial differential equations and systems through the minimisation of an objective f…