75 citations · 343 across the 11 of their papers we have counts for
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cond-mat.stat-mech2020★ 35 cited
Machine-learning Iterative Calculation of Entropy for Physical Systems
Amit Nir, Eran Sela, Roy Beck +1
Characterizing the entropy of a system is a crucial, and often computationally costly, step in understanding its thermodynamics. It plays a key role in the study of phase transitio…
cond-mat.stat-mech2017★ 63 cited
Universal and accessible entropy estimation using a compression algorithm
Ram Avinery, Micha Kornreich, Roy Beck
Entropy and free-energy estimation are key in thermodynamic characterization of simulated systems ranging from spin models through polymers, colloids, protein structure, and drug-d…