most citedColmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing

51 citations · 51 across the 1 of their papers we have counts for

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1 paper

cs.DC2021★ 51 cited

Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing

Logan Ward, Ganesh Sivaraman, J. Gregory Pauloski +9

Scientific applications that involve simulation ensembles can be accelerated greatly by using experiment design methods to select the best simulations to perform. Methods that use…