5 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.PF2024
Integrating ytopt and libEnsemble to Autotune OpenMC
Xingfu Wu, John R. Tramm, Jeffrey Larson +7
ytopt is a Python machine-learning-based autotuning software package developed within the ECP PROTEAS-TUNE project. The ytopt software adopts an asynchronous search framework that…
cs.LG2024★ 5 cited
Transfer-Learning-Based Autotuning Using Gaussian Copula
Thomas Randall, Jaehoon Koo, Brice Videau +6
As diverse high-performance computing (HPC) systems are built, many opportunities arise for applications to solve larger problems than ever before. Given the significantly increase…
math.OC2021
Modeling Design and Control Problems Involving Neural Network Surrogates
Dominic Yang, Prasanna Balaprakash, Sven Leyffer
We consider nonlinear optimization problems that involve surrogate models represented by neural networks. We demonstrate first how to directly embed neural network evaluation into…