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Obtaining precise estimates of quantum observables is a crucial step of variational quantum algorithms.
An upper bound for the chromatic number of a graph and its application to timetabling problems
D. J. A. Welsh and M. B. Powell · 1967
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Stephen Boyd, Seung-Jean Kim, Lieven Vandenberghe, and Arash Hassibi · 2007
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A variational eigenvalue solver on a photonic quantum processor
Alberto Peruzzo, Jarrod McClean, Peter Shadbolt, Man-Hong Yung, Xiao-Qi Zhou, Peter J Love, Alán Aspuru-Guzik, and Jeremy L O’brien · 2014
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Progress towards practical quantum variational algorithms
Dave Wecker, Matthew B. Hastings, and Matthias Troyer · 2015
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Scalable quantum simulation of molecular energies
P. J. J. O’Malley, R. Babbush, I. D. Kivlichan, J. Romero, J. R. McClean, R. Barends, J. Kelly, P. Roushan, A. Tranter, N. Ding, B. Campbell, Y. Chen, Z. Chen, B. Chiaro, A. Dunsworth, A. G. Fowler, E. Jeffrey, E. Lucero, A. Megrant, J. Y. Mutus, M. Neeley, C. Neill, C. Quintana, D. Sank, A. Vainsencher, J. Wenner, T. C. White, P. V. Coveney, P. J. Love, H. Neven, A. Aspuru-Guzik, and J. M. Martinis · 2016
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Hardware-efficient variational quantum eigensolver for small molecules and quantum magnets
Abhinav Kandala, Antonio Mezzacapo, Kristan Temme, Maika Takita, Markus Brink, Jerry M. Chow, and Jay M. Gambetta · 2017
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Tapering off qubits to simulate fermionic hamiltonians
Sergey Bravyi, Jay M Gambetta, Antonio Mezzacapo, and Kristan Temme · 2017
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Quantum chemistry calculations on a trapped-ion quantum simulator
Cornelius Hempel, Christine Maier, Jonathan Romero, Jarrod McClean, Thomas Monz, Heng Shen, Petar Jurcevic, Ben P Lanyon, Peter Love, Ryan Babbush, et al · 2018
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Quantum computing in the NISQ era and beyond
John Preskill · 2018
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Pauli partitioning with respect to gate sets
Andrew Jena, Scott Genin, and Michele Mosca · 2019
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Efficient and noise resilient measurements for quantum chemistry on near-term quantum computers
William J Huggins, Jarrod McClean, Nicholas Rubin, Zhang Jiang, Nathan Wiebe, K Birgitta Whaley, and Ryan Babbush · 2019
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Pranav Gokhale, Olivia Angiuli, Yongshan Ding, Kaiwen Gui, Teague Tomesh, Martin Suchara, Margaret Martonosi, and Frederic T Chong · 2019
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Measurement reduction in variational quantum algorithms
Andrew Zhao, Andrew Tranter, William M Kirby, Shu Fay Ung, Akimasa Miyake, and Peter Love · 2019
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Measuring all compatible operators in one series of single-qubit measurements using unitary transformations
Tzu-Ching Yen, Vladyslav Verteletskyi, and Artur F Izmaylov · 2020
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Iterative qubit coupled cluster approach with efficient screening of generators
Ilya G Ryabinkin, Robert A Lang, Scott N Genin, and Artur F Izmaylov · 2020
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Efficient evaluation of quantum observables using entangled measurements
Ikko Hamamura and Takashi Imamichi · 2020
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Measurement optimization in the variational quantum eigensolver using a minimum clique cover
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Precise measurement of quantum observables with neural-network estimators
Giacomo Torlai, Guglielmo Mazzola, Giuseppe Carleo, and Antonio Mezzacapo · 2020
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Ophelia Crawford, Barnaby van Straaten, Daochen Wang, Thomas Parks, Earl Campbell, and Stephen Brierley · 2019
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Nearly optimal measurement scheduling for partial tomography of quantum states
Xavier Bonet-Monroig, Ryan Babbush, and Thomas E O’Brien · 2019
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Low-depth circuit ansatz for preparing correlated fermionic states on a quantum computer
Pierre-Luc Dallaire-Demers, Jonathan Romero, Libor Veis, Sukin Sim, and Alán Aspuru-Guzik · 2019
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Approximation algorithms for quantum many-body problems
Sergey Bravyi, David Gosset, Robert König, and Kristan Temme · 2019
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Qiskit: An open-source framework for quantum computing
Gadi Aleksandrowicz, Thomas Alexander, Panagiotis Barkoutsos, Luciano Bello, Yael Ben-Haim, D Bucher, FJ Cabrera-Hernández, J Carballo-Franquis, A Chen, CF Chen, et al · 2019
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Kenny Choo, Antonio Mezzacapo, and Giuseppe Carleo · 2020
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Predicting many properties of a quantum system from very few measurements
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Quantum overlapping tomography
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Operator sampling for shot-frugal optimization in variational algorithms
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