11 citations · 11 across the 1 of their papers we have counts for
3 papers
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
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…
quant-ph2018
Prominent interference peaks in the dephasing Anderson model
Yannic Rath, Florian Mintert
The Anderson model with decoherence features a temporal evolution from localized eigenstates to a uniform spatial distribution bar any interference features. We discuss the growth…