Search Results for author: Narendra Singh

Found 1 papers, 1 papers with code

Machine Learning Product State Distributions from Initial Reactant States for a Reactive Atom-Diatom Collision System

1 code implementation5 Nov 2021 Julian Arnold, Juan Carlos San Vicente Veliz, Debasish Koner, Narendra Singh, Raymond J. Bemish, Markus Meuwly

Overall, the prediction accuracy as quantified by the root-mean-squared difference $(\sim 0. 003)$ and the $R^2$ $(\sim 0. 99)$ between the reference QCT and predictions of the STD model is high for the test set and off-grid state specific initial conditions and for initial conditions drawn from reactant state distributions characterized by translational, rotational and vibrational temperatures.

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