17 citations · 83 across the 13 of their papers we have counts for
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quant-ph2023
Bayesian Modelling Approaches for Quantum States -- The Ultimate Gaussian Process States Handbook
Yannic Rath
Capturing the correlation emerging between constituents of many-body systems accurately is one of the key challenges for the appropriate description of various systems whose proper…
quant-ph2023★ 9 cited
Impact of conditional modelling for a universal autoregressive quantum state
Massimo Bortone, Yannic Rath, George H. Booth
We present a generalized framework to adapt universal quantum state approximators, enabling them to satisfy rigorous normalization and autoregressive properties. We also introduce…
cond-mat.str-el2023★ 12 cited
A framework for efficient ab initio electronic structure with Gaussian Process States
Yannic Rath, George H. Booth
We present a general framework for the efficient simulation of realistic fermionic systems with modern machine learning inspired representations of quantum many-body states, toward…