Articles with "sampling autoencoders" as a keyword



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Molecular enhanced sampling with autoencoders: On‐the‐fly collective variable discovery and accelerated free energy landscape exploration

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Published in 2018 at "Journal of Computational Chemistry"

DOI: 10.1002/jcc.25520

Abstract: Macromolecular and biomolecular folding landscapes typically contain high free energy barriers that impede efficient sampling of configurational space by standard molecular dynamics simulation. Biased sampling can artificially drive the simulation along prespecified collective variables (CVs),… read more here.

Keywords: enhanced sampling; molecular enhanced; energy; exploration ... See more keywords