249 citations · 1.4k across the 20 of their papers we have counts for
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Neural Network-based Classification of Crystal Symmetries from X-Ray Diffraction Patterns
Pascal Marc Vecsei, Kenny Choo, Johan Chang +1
Machine learning algorithms based on artificial neural networks have proven very useful for a variety of classification problems. Here we apply them to a well-known problem in crys…
Transport and energetic properties of a ring of interacting spins coupled to heat baths
Xiansong Xu, Kenny Choo, Vinitha Balachandran +1
We study the heat and spin transport properties in a ring of interacting spins coupled to heat baths at different temperatures. We show that interactions, by inducing avoided cross…
Symmetries and many-body excited states with neural-network quantum states
Kenny Choo, Giuseppe Carleo, Nicolas Regnault +1
Artificial neural networks have been recently introduced as a general ansatz to compactly represent many- body wave functions. In conjunction with Variational Monte Carlo, this ans…
Measurement of the entanglement spectrum of a symmetry-protected topological state using the IBM quantum computer
Kenny Choo, Curt W. von Keyserlingk, Nicolas Regnault +1
Entanglement properties are routinely used to characterize phases of quantum matter in theoretical computations. For example the spectrum of the reduced density matrix, or so-calle…