242 citations · 475 across the 5 of their papers we have counts for
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physics.chem-ph2020★ 7 cited
Using metadynamics to build neural network potentials for reactive events: the case of urea decomposition in water
Manyi Yang, Luigi Bonati, Daniela Polino +1
The study of chemical reactions in aqueous media is very important for its implications in several fields of science, from biology to industrial processes. Modelling these reaction…
physics.chem-ph2020★ 242 cited
Data-Driven Collective Variables for Enhanced Sampling
Luigi Bonati, Valerio Rizzi, Michele Parrinello
Designing an appropriate set of collective variables is crucial to the success of several enhanced sampling methods. Here we focus on how to obtain such variables from information…