Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing

Logan T. Ward, Ganesh Sivaraman, J. Gregory Pauloski, Yadu N. Babuji, Ryan Chard, Naveen Dandu, Paul C. Redfern, Rajeev S. Assary, Kyle Chard, Larry A. Curtiss, Rajeev Thakur, Ian T. Foster. Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing. In IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, MLHPC@SC 2021, St. Louis, MO, USA, November 15, 2021. pages 9-20, IEEE, 2021. [doi]

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