357 citations · 1.2k across the 18 of their papers we have counts for
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cond-mat.soft2020
Free-energy landscape of polymer-crystal polymorphism
Chan Liu, Jan Gerit Brandenburg, Omar Valsson +2
Polymorphism rationalizes how processing can control the final structure of a material. The rugged free-energy landscape and exceedingly slow kinetics in the solid state have so fa…
physics.chem-ph2020★ 44 cited
Multiscale reweighted stochastic embedding (MRSE): Deep learning of collective variables for enhanced sampling
Jakub Rydzewski, Omar Valsson
Machine learning methods provide a general framework for automatically finding and representing the essential characteristics of simulation data. This task is particularly crucial…