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cond-mat.str-el2021★ 13 cited
Line-graph-lattice crystal structures of stoichiometric materials
Christie S. Chiu, Annette N. Carroll, Nicolas Regnault +1
The origin of many quantum-material phenomena is intimately related to the presence of flat electronic bands. In quantum simulation, such bands have been realized through line-grap…
cond-mat.str-el2020★ 56 cited
Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data
Cole Miles, Annabelle Bohrdt, Ruihan Wu +7
Machine learning models are a powerful theoretical tool for analyzing data from quantum simulators, in which results of experiments are sets of snapshots of many-body states. Recen…