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20172021
most citedMachine Learning of Explicit Order Parameters: From the Ising Model to SU(2) Lattice Gauge Theory

146 citations · 191 across the 4 of their papers we have counts for

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physics.comp-ph2019

Spectral Reconstruction with Deep Neural Networks

Lukas Kades, Jan M. Pawlowski, Alexander Rothkopf +5

We explore artificial neural networks as a tool for the reconstruction of spectral functions from imaginary time Green's functions, a classic ill-conditioned inverse problem. Our a…