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Publications
Our publications provide insight into some of our leading-edge research.
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4 results found
Artificial Intelligence and Machine Learning
High Performance Computing
Clear all
2019
Artificial Intelligence and Machine Learning
High Performance Computing
2019
Highly-scalable, Physics-informed GANs for Learning Solutions of Stochastic PDEs
Liu Yang, Sean Treichler, Thorsten Kurth, Keno Fischer, David Barajas-Solano, Josh Romero, Valentin Churavy, Alexandre Tartakovsky, Michael Houston, Prabhat, George Karniadakis
GPU-Accelerated Atari Emulation for Reinforcement Learning
Steven Dalton
,
Iuri Frosio
,
Michael Garland
Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs
Esha Choukse,
Michael B. Sullivan
,
Mike O'Connor
, Mattan Erez, Jeff Pool,
David Nellans
, Stephen W. Keckler
Metaoptimization on a Distributed System for Deep Reinforcement Learning
Greg Heinrich,
Iuri Frosio
