43 citations
- Santa Fe InstituteUS3 papers
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- Ben-Gurion University of the NegevIL1 paper
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- Cardiff UniversityGB1 paper
- European Southern ObservatoryCL1 paper
- HUN-REN Wigner Research Centre for PhysicsHU1 paper
- Institut d'Astrophysique de ParisFR1 paper
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Showing cond-mat.dis-nnShow all
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cond-mat.dis-nn2020★ 8 cited
Probing Criticality in Quantum Spin Chains with Neural Networks
A Berezutskii, M Beketov, D Yudin +2
The numerical emulation of quantum systems often requires an exponential number of degrees of freedom which translates to a computational bottleneck. Methods of machine learning ha…
cond-mat.dis-nn2017★ 5 cited
Random-field-induced disordering mechanism in a disordered ferromagnet: Between the Imry-Ma and the standard disordering mechanism
Juan Carlos Andresen, Helmut G. Katzgraber, Moshe Schechter
Random fields disorder Ising ferromagnets by aligning single spins in the direction of the random field in three space dimensions, or by flipping large ferromagnetic domains at dim…
cond-mat.dis-nn2017★ 13 cited
Patch-planting spin-glass solution for benchmarking
Wenlong Wang, Salvatore Mandrà, Helmut G. Katzgraber
We introduce an algorithm to generate (not solve) spin-glass instances with planted solutions of arbitrary size and structure. First, a set of small problem patches with open bound…