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- W4306410688 abstract "Methods inspired from machine learning have recently attracted great interest in the computational study of quantum many-particle systems. So far, however, it has proven challenging to deal with microscopic models in which the total number of particles is not conserved. To address this issue, we propose a new variant of neural network states, which we term neural coherent states. Taking the Frohlich impurity model as a case study, we show that neural coherent states can learn the ground state of non-additive systems very well. In particular, we observe substantial improvement over the standard coherent state estimates in the most challenging intermediate coupling regime. Our approach is generic and does not assume specific details of the system, suggesting wide applications." @default.
- W4306410688 created "2022-10-17" @default.
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- W4306410688 date "2021-05-31" @default.
- W4306410688 modified "2023-09-24" @default.
- W4306410688 title "Artificial neural network states for non-additive systems" @default.
- W4306410688 doi "https://doi.org/10.48550/arxiv.2105.15193" @default.
- W4306410688 hasPublicationYear "2021" @default.
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