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2110.02827
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Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing
6 October 2021
Logan T. Ward
Ganesh Sivaraman
J. G. Pauloski
Y. Babuji
Ryan Chard
Naveen K. Dandu
P. Redfern
R. Assary
Kyle Chard
L. Curtiss
R. Thakur
Ian T. Foster
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Papers citing
"Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing"
3 / 3 papers shown
Title
AI-coupled HPC Workflows
S. Jha
V. Pascuzzi
Matteo Turilli
8
8
0
24 Aug 2022
Coupling streaming AI and HPC ensembles to achieve 100-1000x faster biomolecular simulations
Alexander Brace
I. Yakushin
Heng Ma
Anda Trifan
T. Munson
Ian T. Foster
A. Ramanathan
Hyungro Lee
Matteo Turilli
S. Jha
AI4CE
8
19
0
10 Apr 2021
funcX: A Federated Function Serving Fabric for Science
Ryan Chard
Y. Babuji
Zhuozhao Li
Tyler J. Skluzacek
A. Woodard
B. Blaiszik
Ian T. Foster
Kyle Chard
33
187
0
07 May 2020
1