Variational Autoencoder Reconstruction of Complex Many-Body Physics

Variational Autoencoder Reconstruction of Complex Many-Body Physics

Thermodynamics is a theory of principles that permits a basic description of the macroscopic properties of a rich variety of complex systems from traditional ones, such as crystalline solids, gases, liquids, and thermal machines, to more intricate systems such as living organisms and black holes to...

Full description

Bibliographic Details
Main Authors: Ilia A. Luchnikov, Alexander Ryzhov, Pieter-Jan Stas, Sergey N. Filippov, Henni Ouerdane
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Entropy
Subjects:
complex systems thermodynamics
machine learning
quantum phase transition
ising model
variational autoencoder
Online Access:https://www.mdpi.com/1099-4300/21/11/1091

Internet

https://www.mdpi.com/1099-4300/21/11/1091

Similar Items