Author

S. D. Parsons

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Biophysics· 1

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1

Frequent Co-Authors

C. J. Dickson· 1 shared C. Molteni· 1 shared D. Berta· 1 shared E. Rosta· 1 shared G. M. Mandana· 1 shared H. Gu· 1 shared M. Badaoui· 1 shared M. Kato· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBiophysics

C. J. Dickson

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1 paper

Recent·Most cited

Combined free energy calculation and machine learning methods for understanding ligand unbinding kinetics

M. Badaoui, P. J. Buigues, D. Berta, G. M. Mandana, H. Gu, T. Földes, C. J. Dickson, V. Hornak, M. Kato, C. Molteni, S. D. Parsons, E. Rosta

This paper develops a computational method combining free energy calculations and machine learning to predict ligand unbinding kinetics and identify key interactions for drug design.

bioRxiv · Sep 8, 2021Biophysics