Learning hard quantum distributions with variational autoencoders

The exact description of many-body quantum systems represents one of the major challenges in modern physics, because it requires an amount of computational resources that scales exponentially with the size of the system. Simulating the evolution of a state, or even storing its description, rapidly b...

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Bibliographic Details
Main Authors: Rocchetto, A, Grant, E, Strelchuk, S, Carleo, G, Severini, S
Format: Journal article
Language:English
Published: Nature Research 2018