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20102024
most citedPhysics-informed neural networks for solving Reynolds-averaged Navier$\unicode{x2013}$Stokes equations

481 citations · 1.2k across the 57 of their papers we have counts for

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cs.DC2021

Strong Scaling of OpenACC enabled Nek5000 on several GPU based HPC systems

Jonathan Vincent, Jing Gong, Martin Karp +11

We present new results on the strong parallel scaling for the OpenACC-accelerated implementation of the high-order spectral element fluid dynamics solver Nek5000. The test case con…

cs.DC2021★ 9 cited

A High-Fidelity Flow Solver for Unstructured Meshes on Field-Programmable Gate Arrays

Martin Karp, Artur Podobas, Tobias Kenter +4

The impending termination of Moore's law motivates the search for new forms of computing to continue the performance scaling we have grown accustomed to. Among the many emerging Po…

cs.DC2020★ 1 cited

High-Performance Spectral Element Methods on Field-Programmable Gate Arrays

Martin Karp, Artur Podobas, Niclas Jansson +4

Improvements in computer systems have historically relied on two well-known observations: Moore's law and Dennard's scaling. Today, both these observations are ending, forcing comp…

cs.DC2020★ 5 cited

Optimization of Tensor-product Operations in Nekbone on GPUs

Martin Karp, Niclas Jansson, Artur Podobas +2

In the CFD solver Nek5000, the computation is dominated by the evaluation of small tensor operations. Nekbone is a proxy app for Nek5000 and has previously been ported to GPUs with…

cs.DC2017★ 68 cited

On the Strong Scaling of the Spectral Element Solver Nek5000 on Petascale Systems

Nicolas Offermans, Oana Marin, Michel Schanen +7

The present work is targeted at performing a strong scaling study of the high-order spectral element fluid dynamics solver Nek5000. Prior studies indicated a recommendable metric f…