Search Results for author: Venkat Kapil

Found 2 papers, 1 papers with code

A complete description of thermodynamic stabilities of molecular crystals

no code implementations26 Feb 2021 Venkat Kapil, Edgar A Engel

Predictions of relative stabilities of (competing) molecular crystals are of great technological relevance, most notably for the pharmaceutical industry.

Materials Science Statistical Mechanics

Uncertainty estimation for molecular dynamics and sampling

1 code implementation10 Nov 2020 Giulio Imbalzano, Yongbin Zhuang, Venkat Kapil, Kevin Rossi, Edgar A. Engel, Federico Grasselli, Michele Ceriotti

Given the interpolative nature of these models, the reliability of predictions depends on the position in phase space, and it is crucial to obtain an estimate of the error that derives from the finite number of reference structures included during the training of the model.

Active Learning BIG-bench Machine Learning +1

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