Visualizing a neural network that develops quantum perturbation theory

Motivated by the question whether the empirical fitting of data by neural networks can yield the same structure of physical laws, we apply neural networks to a quantum-mechanical two-body scattering problem with short-range potentials—a problem that by itself plays an important role in many branches...

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Bibliographic Details
Main Authors: Wu, Yadong, Zhang, Pengfei, Shen, Huitao, Zhai, Hui
Other Authors: Massachusetts Institute of Technology. Department of Physics
Format: Article
Language:English
Published: American Physical Society 2018
Online Access:http://hdl.handle.net/1721.1/117207
https://orcid.org/0000-0003-1667-8011