Ab initio solution of the many-electron Schrödinger equation with deep neural networks

Given access to accurate solutions of the many-electron Schrödinger equation, nearly all chemistry could be derived from first principles. Exact wave functions of interesting chemical systems are out of reach because they are NP-hard to compute in general, but approximations can be found using polyn...

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Bibliographic Details
Main Authors: David Pfau, James S. Spencer, Alexander G. D. G. Matthews, W. M. C. Foulkes
Format: Article
Language:English
Published: American Physical Society 2020-09-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.2.033429