768 citations · 1.5k across the 28 of their papers we have counts for
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quant-ph2022★ 3 cited
Deep learning of spatial densities in inhomogeneous correlated quantum systems
Alex Blania, Sandro Herbig, Fabian Dechent +2
Machine learning has made important headway in helping to improve the treatment of quantum many-body systems. A domain of particular relevance are correlated inhomogeneous systems.…
cond-mat.mes-hall2022
Learning Coulomb Diamonds in Large Quantum Dot Arrays
Oswin Krause, Anasua Chatterjee, Ferdinand Kuemmeth +1
We introduce an algorithm that is able to find the facets of Coulomb diamonds in quantum dot arrays. We simulate these arrays using the constant-interaction model, and rely only on…