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physics.comp-ph2023★ 2 cited
Deep learning neural network for approaching Schrödinger problems with arbitrary two-dimensional confinement
Adrian Radu, Carlos A. Duque
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…
physics.comp-ph2021★ 24 cited
Neural network approaches for solving Schrödinger equation in arbitrary quantum wells
Adrian Radu, Carlos A. Duque
In this work we approach the Schrödinger equation in quantum wells with arbitrary potentials, using the machine learning technique. Two neural networks with different architectures…