Quantum extreme learning of molecular potential energy surfaces and force fields

Quantum machine learning algorithms are expected to play a pivotal role in quantum chemistry simulations in the immediate future. One such key application is the training of a quantum neural network to learn the potential energy surface and force field of molecular systems. We address this task by u...

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Bibliographic Details

Main Authors:	Gabriele Lo Monaco, Marco Bertini, Salvatore Lorenzo, G Massimo Palma
Format:	Artigo
Language:	Inglês
Published:	IOP Publishing 2024-01-01
Series:	Machine Learning: Science and Technology
Subjects:	quantum extreme learning machine quantum machine learning quantum chemistry computations on NISQ device
Online Access:	https://doi.org/10.1088/2632-2153/ad6120
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