Author

Alex M. Goldberg

University of Pittsburgh

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Biophysics· 1

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Approach:deep learning· 1 Approach:statistical model· 1

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Darian T. YangiD· 1 shared Lillian T. ChongiD· 1 shared

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1 shared paperBiophysics

Darian T. YangORCID

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1 paper

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BiophysicsbioRxivPreprintOct 9, 2024

Rare-Event Sampling using a Reinforcement Learning-Based Weighted Ensemble Method

Darian T. Yang, Alex M. Goldberg, Lillian T. Chong

This paper develops a reinforcement learning-based weighted ensemble method to identify progress coordinates for rare-event simulations and tests it on three benchmark systems.

2 citations

deep learningstatistical model

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