Deep learning neural network for approaching Schrödinger problems with arbitrary two-dimensional confinement

This article presents an approach to the two-dimensional Schrödinger equation based on automatic learning methods with neural networks. It is intended to determine the ground state of a particle confined in any two-dimensional potential, starting from the knowledge of the solutions to a large number...

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Bibliographic Details

Published in:	Machine Learning: Science and Technology
Main Authors:	A Radu, C A Duque
Format:	Article
Language:	English
Published:	IOP Publishing 2023-01-01
Subjects:	artificial intelligence neural network deep learning stochastic gradient descent Schrödinger equation quantum well
Online Access:	https://doi.org/10.1088/2632-2153/acf55b