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most citedMachine learning phases of matter

1.5k citations · 11.2k across the 149 of their papers we have counts for

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Showing 2012 · cond-mat.stat-mechShow all

5 papers · 2 filters

cond-mat.stat-mech2012★ 111 cited

Entanglement at a Two-Dimensional Quantum Critical Point: a Numerical Linked Cluster Expansion Study

Ann B. Kallin, Katharine Hyatt, Rajiv R. P. Singh +1

We develop a method to calculate the bipartite entanglement entropy of quantum models, in the thermodynamic limit, using a Numerical Linked Cluster Expansion (NLCE) involving only…

cond-mat.stat-mech2012★ 56 cited

Detecting Classical Phase Transitions with Renyi Mutual Information

Jason Iaconis, Stephen Inglis, Ann B. Kallin +1

By developing a method to represent the Renyi entropies via a replica-trick on classical statistical mechanical systems, we introduce a procedure to calculate the Renyi Mutual Info…

cond-mat.stat-mech2012★ 51 cited

A Wang-Landau method for calculating Renyi entropies in finite-temperature quantum Monte Carlo simulations

Stephen Inglis, Roger G. Melko

We implement a Wang-Landau sampling technique in quantum Monte Carlo (QMC) for the purpose of calculating the Renyi entanglement entropies and associated mutual information. The al…

cond-mat.stat-mech2012★ 47 cited

Topological Sector Fluctuations and Curie Law Crossover in Spin Ice

Ludovic D. C. Jaubert, Mark J. Harris, Tom Fennell +3

At low temperatures, a spin ice enters a Coulomb phase - a state with algebraic correlations and topologically constrained spin configurations. In Ho2Ti2O7, we have observed experi…

cond-mat.stat-mech2012★ 55 cited

Thermodynamic singularities in the entanglement entropy at a 2D quantum critical point

Rajiv R. P. Singh, Roger G. Melko, Jaan Oitmaa

We study the bipartite entanglement entropy of the two-dimensional (2D) transverse-field Ising model in the thermodynamic limit using series expansion methods. Expansions are devel…