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Author

Eirik Valseth

2 papers indexed here

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2026

GPU Acceleration of the Discontinuous Galerkin Shallow Water Equation Model with OpenACC

This paper presents porting of a discontinuous Galerkin shallow water equation model (DG-SWEM version 3.0.2), a discontinuous Galerkin solver for hurricane storm surge, to NVIDIA graphics processing units (GPUs). Time-explicit discontinuous Galerkin methods contain a large number of degrees of freedom but have been...

Chayanon Wichitrnithed, Eirik Valseth, E. Kubatko et al. · 0 citations
#machine learning Open access Apr 2026

Operator learning for predicting bulk wave parameters of spectral wave models

This work explores a proof-of-concept application of Deep Operator Networks (DeepONets) as a surrogate for the Simulating WAves Nearshore (SWAN) numerical wave model, and demonstrates consistently high accuracy in predicting the significant wave height and the x- and y- components of the radiation stress gradient.

Shukai Cai, Sourav Dutta, Mark Loveland et al. · 0 citations

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