401 citations · 2.1k across the 33 of their papers we have counts for
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quant-ph2023★ 5 cited
Liouville Space Neural Network Representation of Density Matrices
Simon Kothe, Peter Kirton
Neural network quantum states as ansatz wavefunctions have shown a lot of promise for finding the ground state of spin models. Recently, work has been focused on extending this ide…
cond-mat.stat-mech2023★ 21 cited
Determining the validity of cumulant expansions for central spin models
Piper Fowler-Wright, Kristín B. Arnardóttir, Peter Kirton +2
For a model with many-to-one connectivity it is widely expected that mean-field theory captures the exact many-particle limit, and that higher-order cumulant expansion…