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of 5
pro vyhledávání: '"Wyatt II, Michael R."'
Cognitive simulation (CogSim) is an important and emerging workflow for HPC scientific exploration and scientific machine learning (SciML). One challenging workload for CogSim is the replacement of one component in a complex physical simulation with
Externí odkaz:
http://arxiv.org/abs/2112.05216
Autor:
Rorabaugh, Ariel Keller, Caíno-Lores, Silvina, Wyatt II, Michael R., Johnston, Travis, Taufer, Michela
Neural network (NN) models are increasingly used in scientific simulations, AI, and other high performance computing (HPC) fields to extract knowledge from datasets. Each dataset requires tailored NN model architecture, but designing structures by ha
Externí odkaz:
http://arxiv.org/abs/2101.04185
Autor:
Rorabaugh, A. Keller, Caino-Lores, Silvina, Wyatt II, Michael R., Johnston, Travis, Taufer, Michela
Use-case of explainability in AI, specifically, in Neural architecture search (NAS) which is a technique that automates the design of NN architectures. We enunciate the obstacles and possible solutions to be able to track and justify decisions, and r
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3ca5d3a63198db443c05ffaf8de66906
Autor:
Wyatt II, Michael R1,2 (AUTHOR), Herbein, Stephen2 (AUTHOR), Gamblin, Todd2 (AUTHOR), Taufer, Michela1 (AUTHOR) taufer@utk.edu
Publikováno v:
International Journal of High Performance Computing Applications. May2022, Vol. 36 Issue 3, p370-387. 18p.
Autor:
Mucci, Nicholas C., Jones, Katarina A., Cao, Mengyi, Wyatt II, Michael R., Foye, Shane, Kauffman, Sarah J., Richards, Gregory R., Taufer, Michela, Yoshito Chikaraishi, Steffan, Shawn A., Campagna, Shawn R., Goodrich-Blair, Heidi
Publikováno v:
MSystems; May/Jun2022, Vol. 7 Issue 3, p1-24, 24p