70 citations · 115 across the 9 of their papers we have counts for
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cond-mat.stat-mech2021★ 13 cited
Supervised Learning and the Finite-Temperature String Method for Computing Committor Functions and Reaction Rates
Muhammad R. Hasyim, Clay H. Batton, Kranthi K. Mandadapu
A central object in the computational studies of rare events is the committor function. Though costly to compute, the committor function encodes complete mechanistic information of…
cond-mat.stat-mech2021★ 18 cited
A Theory of Localized Excitations in Supercooled Liquids
Muhammad R. Hasyim, Kranthi K. Mandadapu
A new connection between structure and dynamics in glass-forming liquids is presented. We show how the origin of spatially localized excitations, as defined by dynamical facilitati…