Search Results for author: Olga Gkountouna

Found 2 papers, 0 papers with code

Molecular Dynamics of Polymer-lipids in Solution from Supervised Machine Learning

no code implementations1 Mar 2022 James Andrews, Olga Gkountouna, Estela Blaisten-Barojas

Data models generated from recurrent neural networks are trained and tested on nanoseconds-long time series of the intra-macromolecules potential energy and their interaction energy with the solvent generated from Molecular Dynamics and containing half million points.

BIG-bench Machine Learning Time Series +1

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