Deep Quantum Geometry of Matrices

We employ machine learning techniques to provide accurate variational wave functions for matrix quantum mechanics, with multiple bosonic and fermionic matrices. The variational quantum Monte Carlo method is implemented with deep generative flows to search for gauge-invariant low-energy states. The g...

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Bibliographic Details
Main Authors: Xizhi Han (韩希之), Sean A. Hartnoll
Format: Article
Language:English
Published: American Physical Society 2020-03-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/PhysRevX.10.011069