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20192026
most citedConstructing coarse-scale bifurcation diagrams from spatio-temporal observations of microscopic simulations: A parsimonious machine learning approach

49 citations · 271 across the 22 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

cond-mat.str-el2019★ 2 cited

Ultrafast dynamics of entanglement in Heisenberg antiferromagnets

G. Fabiani, J. H. Mentink

We investigate entanglement dynamics in the antiferromagnetic Heisenberg model in two dimensions following a spatially anisotropic quench of the exchange interactions. Opposed to e…

cond-mat.str-el2019★ 45 cited

Investigating ultrafast quantum magnetism with machine learning

G. Fabiani, J. H. Mentink

We investigate the efficiency of the recently proposed Restricted Boltzmann Machine (RBM) representation of quantum many-body states to study both the static properties and quantum…