Sam Partee
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View article: Using Machine Learning at scale in numerical simulations with SmartSim: An application to ocean climate modeling
Using Machine Learning at scale in numerical simulations with SmartSim: An application to ocean climate modeling Open
We demonstrate the first climate-scale, numerical ocean simulations improved through distributed, online inference of Deep Neural Networks (DNN) using SmartSim. SmartSim is a library dedicated to enabling online analysis and Machine Learni…
View article: Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling
Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling Open
We demonstrate the first climate-scale, numerical ocean simulations improved through distributed, online inference of Deep Neural Networks (DNN) using SmartSim. SmartSim is a library dedicated to enabling online analysis and Machine Learni…
View article: MOM6 Input dataset for SmartSim ML EKE Experiment
MOM6 Input dataset for SmartSim ML EKE Experiment Open
The Input dataset used for the MOM6 model augmented with a machine learning surrogate for the prediction of eddy kinetic energy.
View article: MOM6 Input dataset for SmartSim ML EKE Experiment
MOM6 Input dataset for SmartSim ML EKE Experiment Open
The Input dataset used for the MOM6 model augmented with a machine learning surrogate for the prediction of eddy kinetic energy.