Neural Networks as Universal Probes of Many-Body Localization in Quantum Graphs

Cameron Beetar, Jeff Murugan, Dario Rosa

We show that a neural network, trained on the entanglement spectra of a nearest neighbor Heisenberg chain in a random transverse magnetic field, can be used to efficiently study th…