9 citations · 15 across the 4 of their papers we have counts for
5 papers
Evaluating LLMs for Translating Legacy Fortran Atmospheric Physics to GPU-Accelerated JAX
Iris Linck, John Dennis, John Schreck +2
Legacy Fortran physics packages in atmospheric models such as CESM, WRF, and E3SM pose a barrier to GPU modernization, while manual porting requires accelerator-programming experti…
Matrix-free phase-field modeling of fracture in micromechanical testing simulations of inelastic materials
Fabio Di Gioacchino, Rezgar Shakeri, Zachary Atkins +4
Resolving steep damage gradients across diffuse cracks in the phase-field modeling of fracture favors the use of high-order finite elements, for which matrix-free methods can provi…
Stable numerics for finite-strain elasticity
Rezgar Shakeri, Leila Ghaffari, Jeremy L. Thompson +1
A backward stable numerical calculation of a function with condition number will have a relative accuracy of . Standard formulations and software implement…
Performance Portable Solid Mechanics via Matrix-Free -Multigrid
Jed Brown, Valeria Barra, Natalie Beams +7
Finite element analysis of solid mechanics is a foundational tool of modern engineering, with low-order finite element methods and assembled sparse matrices representing the indust…
Adversarial sampling of unknown and high-dimensional conditional distributions
Malik Hassanaly, Andrew Glaws, Karen Stengel +1
Many engineering problems require the prediction of realization-to-realization variability or a refined description of modeled quantities. In that case, it is necessary to sample e…