most citedUsing Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling

13 citations · 13 across the 1 of their papers we have counts for

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1 paper

cs.CE2021★ 13 cited

Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling

Sam Partee, Matthew Ellis, Alessandro Rigazzi +4

We demonstrate the first climate-scale, numerical ocean simulations improved through distributed, online inference of Deep Neural Networks (DNN) using SmartSim. SmartSim is a libra…