Use of convolutional neural networks in problems of recovery of the interatomic interaction potential for the classical molecular dynamics method
Автор: Zharikov Dmitry N., Zavyalov Dmitry V., Sivashova Ekaterina S.
Журнал: Сетевое научное издание «Системный анализ в науке и образовании» @journal-sanse
Статья в выпуске: 2, 2022 года.
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The paper considers an approach to restoring the forces of interatomic interaction using a convolutional neural network in a model system of a two-dimensional gas of pointless structureless particles. The preliminary results of network training are presented. Keywords: Neural Network, Molecu
Neural network, molecular dynamics, interatomic potential
Короткий адрес: https://sciup.org/14124582
IDR: 14124582
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