2019 IEEE/ACM Third Workshop on Deep Learning on Supercomputers (DLS)
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9781728160115
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scholarly journals DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding

2019 ◽  
Author(s):  
Hyungro Lee ◽  
Matteo Turilli ◽  
Shantenu Jha ◽  
Debsindhu Bhowmik ◽  
Heng Ma ◽  
...  
Keyword(s):  
Protein Folding ◽  
Deep Learning ◽  
Molecular Simulations

scholarly journals Highly-scalable, Physics-Informed GANs for Learning Solutions of Stochastic PDEs

2019 ◽  
Author(s):  
Liu Yang ◽  
Mr Prabhat ◽  
George Karniadakis ◽  
Sean Treichler ◽  
Thorsten Kurth ◽  
...  
Keyword(s):  
Stochastic Pdes

Strategies to Deploy and Scale Deep Learning on the Summit Supercomputer

2019 ◽  
Author(s):  
Junqi Yin ◽  
Shubhankar Gahlot ◽  
Nouamane Laanait ◽  
Ketan Maheshwari ◽  
Jack Morrison ◽  
...  
Keyword(s):  
Deep Learning

Aggregating Local Storage for Scalable Deep Learning I/O

2019 ◽  
Author(s):  
Zhao Zhang ◽  
Lei Huang ◽  
J. Gregory Pauloski ◽  
Ian Foster
Keyword(s):  
Deep Learning ◽  
Local Storage
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