Author

P. Turaga

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Biophysics· 1

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

Frequent Co-Authors

A. Shukla· 1 shared A. Singharoy· 1 shared J. K. Cava· 1 shared J. Miratsky· 1 shared J. Vant· 1 shared N. Ho· 1 shared R. Maciejewski· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBiophysics

A. Shukla

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1 paper

Recent·Most cited

Learning Free Energy Pathways through Reinforcement Learning of Adaptive Steered Molecular Dynamics

N. Ho, J. K. Cava, J. Vant, A. Shukla, J. Miratsky, P. Turaga, R. Maciejewski, A. Singharoy

This paper develops a reinforcement learning framework to compute low free energy pathways between states using adaptive steered molecular dynamics and robotics planning.

bioRxiv · Oct 4, 2022 · PreprintBiophysics