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Machine learning phases of matter
- J. Carrasquilla, R. Melko
- Computer Science
- 17 March 2016
TLDR
Quantum Boltzmann Machine
- M. Amin, E. Andriyash, J. Rolfe, B. Kulchytskyy, R. Melko
- Computer Science, Physics
- 8 January 2016
TLDR
TOPICAL REVIEW: Monte Carlo studies of the dipolar spin ice model
- R. Melko, M. Gingras
- Physics
- 3 November 2004
We present a detailed overview of numerical Monte Carlo studies of the dipolar spin ice model, which has been shown to be an excellent quantitative descriptor of the Ising pyrochlore materials…
Long-range order at low temperatures in dipolar spin ice.
- R. Melko, B. C. den Hertog, M. Gingras
- PhysicsPhysical review letters
- 14 September 2000
TLDR
Measuring Renyi entanglement entropy in quantum Monte Carlo simulations.
- M. Hastings, I. González, A. Kallin, R. Melko
- Computer Science, PhysicsPhysical review letters
- 13 January 2010
TLDR
Neural-network quantum state tomography
- G. Torlai, G. Mazzola, J. Carrasquilla, M. Troyer, R. Melko, G. Carleo
- Physics, Computer Science
- 26 February 2018
TLDR
Spin correlations in Ho2Ti2O7: a dipolar spin ice system.
- S. Bramwell, M. Harris, T. Fennell
- PhysicsPhysical review letters
- 9 January 2001
The pyrochlore material Ho2Ti2O7 has been suggested to show "spin ice" behavior. We present neutron scattering and specific heat results that establish unambiguously that Ho2Ti2O7 exhibits spin ice…
Entanglement at a two-dimensional quantum critical point: a numerical linked-cluster expansion study.
- A. Kallin, Katharine Hyatt, Rajiv R. P. Singh, R. Melko
- PhysicsPhysical review letters
- 20 December 2012
TLDR
Recurrent neural network wave functions
- Mohamed Hibat-Allah, M. Ganahl, L. Hayward, R. Melko, J. Carrasquilla
- Computer Science
- 7 February 2020
TLDR
Topological entanglement entropy of a Bose-Hubbard spin liquid
- S. Isakov, M. Hastings, R. Melko
- Physics
- 8 February 2011
Spin liquids are states of matter that reside outside the regime where the Landau paradigm for classifying phases can be applied. This makes them interesting, but also hard to find, as no…
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