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This paper studies the application of the Quantum Approximate Optimization Algorithm (QAOA) to spin-glass models with random multi-body couplings in the limit of a large number of spins.
Edward Farhi, Jeffrey Goldstone, Sam Gutmann, and Leo Zhou · 1910
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Solvable model of a spin-glass
David Sherrington and Scott Kirkpatrick · 1975
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A sequence of approximated solutions to the SK model for spin glasses
Giorgio Parisi · 1980
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Optimization of mean-field spin glasses
Ahmed El Alaoui, Andrea Montanari, and Mark Sellke · 2001
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The Parisi formula
Michel Talagrand · 2006
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Algorithmic thresholds in mean field spin glasses
Ahmed El Alaoui and Andrea Montanari · 2009
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Asier Ozaeta, Wim van Dam, and Peter L. McMahon · 2012
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The Sherrington-Kirkpatrick model: an overview
Dmitry Panchenko · 2012
Cited alongside, same era.
The Sherrington-Kirkpatrick model
Dmitry Panchenko · 2013
Cited alongside, same era.
A quantum approximate optimization algorithm
Edward Farhi, Jeffrey Goldstone, and Sam Gutmann · 2014
Cited alongside, same era.
The Parisi formula for mixed p p -spin models
Dmitry Panchenko et al · 2014
Cited alongside, same era.
Near-optimal quantum circuit for Grover’s unstructured search using a transverse field
Zhang Jiang, Eleanor G Rieffel, and Zhihui Wang · 2017
Cited alongside, same era.
Parisi formula for the ground state energy in the mixed p p -spin model
Antonio Auffinger, Wei-Kuo Chen, et al · 2017
Cited alongside, same era.
Quantum approximate optimization algorithm for maxcut: A fermionic view
Zhihui Wang, Stuart Hadfield, Zhang Jiang, and Eleanor G Rieffel · 2018
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Performance of the quantum approximate optimization algorithm on the maximum cut problem
Gavin E Crooks · 2018
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Fernando GSL Brandao, Michael Broughton, Edward Farhi, Sam Gutmann, and Hartmut Neven · 2018
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Quantum approximate optimization algorithm: Performance, mechanism, and implementation on near-term devices
Leo Zhou, Sheng-Tao Wang, Soonwon Choi, Hannes Pichler, and Mikhail D Lukin · 2020
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Optimization of the Sherrington–Kirkpatrick hamiltonian
Andrea Montanari · 2021
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The quantum approximate optimization algorithm and the Sherrington-Kirkpatrick model at infinite size
Leo Zhou, Edward Farhi, Jeffrey Goldstone, and Sam Gutmann · 2021
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