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Recovering molecules from coarse-grained beads: free-energy-conditioned generative backmapping across chemical space

Vazquez-Salazar, Luis Itza et al.
arXiv (All) · Papers
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biological-physicschemical-physicsmachine-learningsoft-condensed-matter
Transferable coarse-grained (CG) force fields compress chemical space: by aggregating atoms into a reduced set of interaction beads, models such as MARTINI reduce the number of distinguishable compounds by roughly three orders of magnitude, making high-throughput screening of thermodynamic propertie
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