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Hybrid Quantum-Classical Neural Network for Calculating Ground State Energies of Molecules

We present a hybrid quantum-classical neural network that can be trained to perform electronic structure calculation and generate potential energy curves of simple molecules. The method is based on the combination of parameterized quantum circuits and measurements. With unsupervised training, the ne...

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Bibliographic Details
Published in:Entropy (Basel)
Main Authors: Xia, Rongxin, Kais, Sabre
Format: Artigo
Language:Inglês
Published: MDPI 2020
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7517416/
https://ncbi.nlm.nih.gov/pubmed/33286599
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22080828
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