302 citations · 2.5k across the 74 of their papers we have counts for
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q-bio.BM2023
The Physical Logic of Protein Machines
John M. McBride, Tsvi Tlusty
Proteins are intricate molecular machines whose complexity arises from the heterogeneity of the amino acid building blocks and their dynamic network of many-body interactions. Thes…
q-bio.BM2023
AI-predicted protein deformation encodes energy landscape
John M Mcbride, Tsvi Tlusty
AI algorithms have proven to be excellent predictors of protein structure, but whether and how much these algorithms can capture the underlying physics remains an open question. He…
physics.data-an2023
Renormalization Group-Motivated Learning
Jonathan Landy, Tsvi Tlusty, YeongKyu Lee +1
We introduce an RG-inspired coarse-graining for extracting the collective features of data. The key to successful coarse-graining lies in finding appropriate pairs of data sets. We…