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Nonequilibrium Monte Carlo for unfreezing variables in hard combinatorial optimization


Nov 26, 2021
Masoud Mohseni, Daniel Eppens, Johan Strumpfer, Raffaele Marino, Vasil Denchev, Alan K. Ho, Sergei V. Isakov, Sergio Boixo, Federico Ricci-Tersenghi, Hartmut Neven

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* 28 pages, 18 figures 

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Solving non-linear Kolmogorov equations in large dimensions by using deep learning: a numerical comparison of discretization schemes


Dec 28, 2020
Nicolas Macris, Raffaele Marino

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Learning from Survey Propagation: a Neural Network for MAX-E-$3$-SAT


Dec 10, 2020
Raffaele Marino

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The backtracking survey propagation algorithm for solving random K-SAT problems


Oct 06, 2016
Raffaele Marino, Giorgio Parisi, Federico Ricci-Tersenghi

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* Nature Communications 7, 12996 (2016) 
* 11 pages, 10 figures. v2: data largely improved and manuscript rewritten 

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