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06/22/2023
In Situ Framework for Coupling Simulation and Machine Learning with Application to CFD
Recent years have seen many successful applications of machine learning ...
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04/13/2021
Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling
We demonstrate the first climate-scale, numerical ocean simulations impr...
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11/06/2019
DC-S3GD: Delay-Compensated Stale-Synchronous SGD for Large-Scale Decentralized Neural Network Training
Data parallelism has become the de facto standard for training Deep Neur...
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01/12/2019