30 citations · 42 across the 5 of their papers we have counts for
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cs.LG2020★ 1 cited
Towards the Development of Entropy-Based Anomaly Detection in an Astrophysics Simulation
Drew Schmidt, Bronson Messer, M. Todd Young +1
The use of AI and ML for scientific applications is currently a very exciting and dynamic field. Much of this excitement for HPC has focused on ML applications whose analysis and c…
cs.LG2019★ 30 cited
Exascale Deep Learning for Scientific Inverse Problems
Nouamane Laanait, Joshua Romero, Junqi Yin +6
We introduce novel communication strategies in synchronous distributed Deep Learning consisting of decentralized gradient reduction orchestration and computational graph-aware grou…