Quantum resources of quantum and classical variational methods

Variational techniques have long been at the heart of atomic, solid-state, and many-body physics. They have recently extended to quantum and classical machine learning, providing a basis for representing quantum states via neural networks. These methods generally aim to minimize the energy of a give...

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Bibliographic Details

Published in:	Machine Learning: Science and Technology
Main Authors:	Thomas Spriggs, Arash Ahmadi, Bokai Chen, Eliska Greplova
Format:	Article
Language:	English
Published:	IOP Publishing 2025-01-01
Subjects:	quantum information neural networks variational methods quantum circuits tensor networks neural quantum states
Online Access:	https://doi.org/10.1088/2632-2153/adaca2