Gaussian Process States: A Data-Driven Representation of Quantum Many-Body Physics

We present a novel, nonparametric form for compactly representing entangled many-body quantum states, which we call a “Gaussian process state.” In contrast to other approaches, we define this state explicitly in terms of a configurational data set, with the probability amplitudes statistically infer...

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Bibliographic Details
Main Authors: Aldo Glielmo, Yannic Rath, Gábor Csányi, Alessandro De Vita, George H. Booth
Format: article
Language:EN
Published: American Physical Society 2020
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Online Access:https://doaj.org/article/f1450e7affce407e84c56dbc21f15663
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