1.2k citations · 2.2k across the 46 of their papers we have counts for
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Optimal Renormalization Group Transformation from Information Theory
Patrick M. Lenggenhager, Doruk Efe Gökmen, Zohar Ringel +2
Recently a novel real-space RG algorithm was introduced, identifying the relevant degrees of freedom of a system by maximizing an information-theoretic quantity, the real-space mut…
NV center based nano-NMR enhanced by deep learning
Nati Aharon, Amit Rotem, Liam P. McGuinness +3
The growing field of nano nuclear magnetic resonance (nano-NMR) seeks to estimate spectra or discriminate between spectra of minuscule amounts of complex molecules. While this fiel…
Critical Percolation as a Framework to Analyze the Training of Deep Networks
Zohar Ringel, Rodrigo de Bem
In this paper we approach two relevant deep learning topics: i) tackling of graph structured input data and ii) a better understanding and analysis of deep networks and related lea…