17 citations · 83 across the 13 of their papers we have counts for
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cond-mat.str-el2020★ 11 cited
A Bayesian Inference Framework for Compression and Prediction of Quantum States
Yannic Rath, Aldo Glielmo, George H. Booth
The recently introduced Gaussian Process State (GPS) provides a highly flexible, compact and physically insightful representation of quantum many-body states based on ideas from th…
cond-mat.str-el2020★ 17 cited
Gaussian Process States: A data-driven representation of quantum many-body physics
Aldo Glielmo, Yannic Rath, Gabor Csanyi +2
We present a novel, non-parametric form for compactly representing entangled many-body quantum states, which we call a `Gaussian Process State'. In contrast to other approaches, we…