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Machine learning the entropy to estimate free energy differences without sampling transitions

Published Online: 2026-04-13

Authors

Ben-Shimon, Yamin

Hirshberg, Barak

Bar-Sinai, Yohai
Funding

Funding for this research was provided by:

Tel Aviv University Center for AI and Data Science

Israel Science Foundation (1037/22)

Israel Science Foundation (1907/22)

PAZY Foundation (415-2023)

Google Gift grant
License Information

Text and Data Mining valid from 2026-04-13

Accepted Manuscript valid from 2026-04-13
More Information

Article History

Received: 22 December 2025

Accepted: 31 March 2026

First Online: 13 April 2026

Competing interests

: The authors declare no competing interests.

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