Built on

Prakash Murali, Jonathan M. Baker, Ali Javadi Abhari, Frederic T. Chong, and Margaret Martonosi, “Noise-Adaptive Compiler Mappings for Noisy Intermediate-Scale Quantum Computers,” in Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems (ACM, 2019) p. 1015, arXiv: 1901.11054
Original
1901
Earlier work this paper cites.
Mohan Sarovar, Timothy Proctor, Kenneth Rudinger, Kevin Young, Erik Nielsen, and Robin Blume-Kohout, “Detecting crosstalk errors in quantum information processors,” arXiv:1908.09855 [quant-ph] (2019) , arXiv: 1908.09855
Original
1908
Earlier work this paper cites.
Benjamin Schumacher, “Sending entanglement through noisy quantum channels,” Physical Review A 54
1996
Earlier work this paper cites.
Michał Horodecki, Paweł Horodecki, and Ryszard Horodecki, “General teleportation channel, singlet fraction, and quasidistillation,” Physical Review A 60
1999
Earlier work this paper cites.
Michael A Nielsen, “A simple formula for the average gate fidelity of a quantum dynamical operation,” Physics Letters A 303
2002
Earlier work this paper cites.
Jaewoo Joo, Young-Jai Park, Sangchul Oh, and Jaewan Kim, “Quantum teleportation via a W
2003
Earlier work this paper cites.
Robert R. Tucci, “Qubiter Algorithm Modification, Expressing Unstructured Unitary Matrices with Fewer CNOTs,” arXiv:quant-ph/0411027 (2004) , arXiv: quant-ph/0411027
2004
Earlier work this paper cites.
M Cerezo, Kunal Sharma, Andrew Arrasmith, and Patrick J Coles, “Variational quantum state eigensolver,” arXiv preprint arXiv:2004.01372 (2020b)
Original
2004
Earlier work this paper cites.
Mark A Abramson, Charles Audet, John E Dennis Jr, and Sébastien Le Digabel, “OrthoMADS: A deterministic MADS instance with orthogonal directions,” SIAM Journal on Optimization 20
2009
Earlier work this paper cites.
M. A. Nielsen and I L Chuang, Quantum computation and quantum information , Book (Springer, 2010)
2010
Earlier work this paper cites.
Ali JavadiAbhari, Shruti Patil, Daniel Kudrow, Jeff Heckey, Alexey Lvov, Frederic T. Chong, and Margaret Martonosi, “ScaffCC: a framework for compilation and analysis of quantum computing programs,” in Proceedings of the 11th ACM Conference on Computing Frontiers - CF ’14 (ACM Press, Cagliari, Italy, 2014) pp. 1–10
2014
Earlier work this paper cites.
Alberto Peruzzo, Jarrod McClean, Peter Shadbolt, Man-Hong Yung, Xiao-Qi Zhou, Peter J Love, Alán Aspuru-Guzik, and Jeremy L O’brien, “A variational eigenvalue solver on a photonic quantum processor,” Nature Communications 5
2014
Earlier work this paper cites.
Edward Farhi, Jeffrey Goldstone, and Sam Gutmann, “A quantum approximate optimization algorithm,” arXiv:1411.4028 (2014)
Original
2014
Earlier work this paper cites.
Yuval R Sanders, Joel J Wallman, and Barry C Sanders, “Bounding quantum gate error rate based on reported average fidelity,” New Journal of Physics 18
2015
Earlier work this paper cites.
Jarrod R McClean, Jonathan Romero, Ryan Babbush, and Alán Aspuru-Guzik, “The theory of variational hybrid quantum-classical algorithms,” New Journal of Physics 18
2016
Earlier work this paper cites.

Similar

Dmitri Maslov, “Basic circuit compilation techniques for an ion-trap quantum machine,” New Journal of Physics 19
2017
Cited alongside, same era.
Davide Venturelli, Minh Do, Eleanor Rieffel, and Jeremy Frank, “Compiling Quantum Circuits to Realistic Hardware Architectures using Temporal Planners,” in Proc. of IJCAI (2017)
Original
2017
Cited alongside, same era.
Robin Blume-Kohout, John King Gamble, Erik Nielsen, Kenneth Rudinger, Jonathan Mizrahi, Kevin Fortier, and Peter Maunz, “Demonstration of qubit operations below a rigorous fault tolerance threshold with gate set tomography,” Nature Communications 8
2017
Cited alongside, same era.
Kwok Ho Wan, Oscar Dahlsten, Hlér Kristjánsson, Robert Gardner, and MS Kim, “Quantum generalisation of feedforward neural networks,” npj Quantum Information 3
2017
Cited alongside, same era.

Then

Andrew Arrasmith, Lukasz Cincio, Andrew T Sornborger, Wojciech H Zurek, and Patrick J Coles, “Variational consistent histories as a hybrid algorithm for quantum foundations,” Nature Communications 10
2019
Later among the works it cites.
Carlos Bravo-Prieto, Ryan LaRose, M. Cerezo, Yigit Subasi, Lukasz Cincio, and Patrick J. Coles, “Variational quantum linear solver: A hybrid algorithm for linear systems,” arXiv:1909.05820 (2019)
Original
2019
Later among the works it cites.
Cristina Cirstoiu, Zoe Holmes, Joseph Iosue, Lukasz Cincio, Patrick J Coles, and Andrew Sornborger, “Variational fast forwarding for quantum simulation beyond the coherence time,” arXiv preprint arXiv:1910.04292 (2019)
Original
2019
Later among the works it cites.
Timothy Proctor, Melissa Revelle, Erik Nielsen, Kenneth Rudinger, Daniel Lobser, Peter Maunz, Robin Blume-Kohout, and Kevin Young, “Detecting, tracking, and eliminating drift in quantum information processors,” arXiv:1907.13608 [physics, physics:quant-ph] (2019)
Original
2019
Later among the works it cites.

Beyond the bibliography

alphaXiv searches the wider corpus for related work and actual follow-ups.

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Reading the bibliography…

2020

Machine learning of noise-resilient quantum circuits

Cincio, Lukasz, Rudinger, Kenneth, Sarovar, Mohan et al.

Understand

Noise mitigation and reduction will be crucial for obtaining useful answers from near-term quantum computers.

In this work, we present a general framework based on machine learning for reducing the impact of quantum hardware noise on quantum circuits.
Our method, called noise-aware circuit learning (NACL), applies to circuits designed to compute a unitary transformation, prepare a set of quantum states, or estimate an observable of a many-qubit state.
Given a task and a device model that captures information about the noise and connectivity of qubits in a device, NACL outputs an optimized circuit to accomplish this task in the presence of noise.

Built on

Prakash Murali, Jonathan M. Baker, Ali Javadi Abhari, Frederic T. Chong, and Margaret Martonosi, “Noise-Adaptive Compiler Mappings for Noisy Intermediate-Scale Quantum Computers,” in Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems (ACM, 2019) p. 1015, arXiv: 1901.11054
Original
1901
Earlier work this paper cites.
Mohan Sarovar, Timothy Proctor, Kenneth Rudinger, Kevin Young, Erik Nielsen, and Robin Blume-Kohout, “Detecting crosstalk errors in quantum information processors,” arXiv:1908.09855 [quant-ph] (2019) , arXiv: 1908.09855
Original
1908
Earlier work this paper cites.
Benjamin Schumacher, “Sending entanglement through noisy quantum channels,” Physical Review A 54
1996
Earlier work this paper cites.
Michał Horodecki, Paweł Horodecki, and Ryszard Horodecki, “General teleportation channel, singlet fraction, and quasidistillation,” Physical Review A 60
1999
Earlier work this paper cites.
Michael A Nielsen, “A simple formula for the average gate fidelity of a quantum dynamical operation,” Physics Letters A 303
2002
Earlier work this paper cites.
Jaewoo Joo, Young-Jai Park, Sangchul Oh, and Jaewan Kim, “Quantum teleportation via a W
2003
Earlier work this paper cites.
Robert R. Tucci, “Qubiter Algorithm Modification, Expressing Unstructured Unitary Matrices with Fewer CNOTs,” arXiv:quant-ph/0411027 (2004) , arXiv: quant-ph/0411027
2004
Earlier work this paper cites.
M Cerezo, Kunal Sharma, Andrew Arrasmith, and Patrick J Coles, “Variational quantum state eigensolver,” arXiv preprint arXiv:2004.01372 (2020b)
Original
2004
Earlier work this paper cites.
Mark A Abramson, Charles Audet, John E Dennis Jr, and Sébastien Le Digabel, “OrthoMADS: A deterministic MADS instance with orthogonal directions,” SIAM Journal on Optimization 20
2009
Earlier work this paper cites.
M. A. Nielsen and I L Chuang, Quantum computation and quantum information , Book (Springer, 2010)
2010
Earlier work this paper cites.
Ali JavadiAbhari, Shruti Patil, Daniel Kudrow, Jeff Heckey, Alexey Lvov, Frederic T. Chong, and Margaret Martonosi, “ScaffCC: a framework for compilation and analysis of quantum computing programs,” in Proceedings of the 11th ACM Conference on Computing Frontiers - CF ’14 (ACM Press, Cagliari, Italy, 2014) pp. 1–10
2014
Earlier work this paper cites.
Alberto Peruzzo, Jarrod McClean, Peter Shadbolt, Man-Hong Yung, Xiao-Qi Zhou, Peter J Love, Alán Aspuru-Guzik, and Jeremy L O’brien, “A variational eigenvalue solver on a photonic quantum processor,” Nature Communications 5
2014
Earlier work this paper cites.
Edward Farhi, Jeffrey Goldstone, and Sam Gutmann, “A quantum approximate optimization algorithm,” arXiv:1411.4028 (2014)
Original
2014
Earlier work this paper cites.
Yuval R Sanders, Joel J Wallman, and Barry C Sanders, “Bounding quantum gate error rate based on reported average fidelity,” New Journal of Physics 18
2015
Earlier work this paper cites.
Jarrod R McClean, Jonathan Romero, Ryan Babbush, and Alán Aspuru-Guzik, “The theory of variational hybrid quantum-classical algorithms,” New Journal of Physics 18
2016
Earlier work this paper cites.

Similar

Dmitri Maslov, “Basic circuit compilation techniques for an ion-trap quantum machine,” New Journal of Physics 19
2017
Cited alongside, same era.
Davide Venturelli, Minh Do, Eleanor Rieffel, and Jeremy Frank, “Compiling Quantum Circuits to Realistic Hardware Architectures using Temporal Planners,” in Proc. of IJCAI (2017)
Original
2017
Cited alongside, same era.
Robin Blume-Kohout, John King Gamble, Erik Nielsen, Kenneth Rudinger, Jonathan Mizrahi, Kevin Fortier, and Peter Maunz, “Demonstration of qubit operations below a rigorous fault tolerance threshold with gate set tomography,” Nature Communications 8
2017
Cited alongside, same era.
Kwok Ho Wan, Oscar Dahlsten, Hlér Kristjánsson, Robert Gardner, and MS Kim, “Quantum generalisation of feedforward neural networks,” npj Quantum Information 3
2017
Cited alongside, same era.

Then

Andrew Arrasmith, Lukasz Cincio, Andrew T Sornborger, Wojciech H Zurek, and Patrick J Coles, “Variational consistent histories as a hybrid algorithm for quantum foundations,” Nature Communications 10
2019
Later among the works it cites.
Carlos Bravo-Prieto, Ryan LaRose, M. Cerezo, Yigit Subasi, Lukasz Cincio, and Patrick J. Coles, “Variational quantum linear solver: A hybrid algorithm for linear systems,” arXiv:1909.05820 (2019)
Original
2019
Later among the works it cites.
Cristina Cirstoiu, Zoe Holmes, Joseph Iosue, Lukasz Cincio, Patrick J Coles, and Andrew Sornborger, “Variational fast forwarding for quantum simulation beyond the coherence time,” arXiv preprint arXiv:1910.04292 (2019)
Original
2019
Later among the works it cites.
Timothy Proctor, Melissa Revelle, Erik Nielsen, Kenneth Rudinger, Daniel Lobser, Peter Maunz, Robin Blume-Kohout, and Kevin Young, “Detecting, tracking, and eliminating drift in quantum information processors,” arXiv:1907.13608 [physics, physics:quant-ph] (2019)
Original
2019
Later among the works it cites.

Beyond the bibliography

alphaXiv searches the wider corpus for related work and actual follow-ups.

Open on alphaXiv

alphaXiv is searching for related work…

J. Romero, J. P. Olson, and A. Aspuru-Guzik, “Quantum autoencoders for efficient compression of quantum data,” Quantum Science and Technology 2

2017

Cited alongside, same era.

Ying Li and Simon C Benjamin, “Efficient variational quantum simulator incorporating active error minimization,” Physical Review X 7

2017

Cited alongside, same era.

Andrew W. Cross, Lev S. Bishop, John A. Smolin, and Jay M. Gambetta, “Open Quantum Assembly Language,” arXiv e-prints (2017), arXiv:1707.03429 [quant-ph]

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2017

Cited alongside, same era.

Kristan Temme, Sergey Bravyi, and Jay M Gambetta, “Error mitigation for short-depth quantum circuits,” Physical review letters 119

2017

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L. Cincio, Y. Subaşı, A. T. Sornborger, and P. J. Coles, “Learning the quantum algorithm for state overlap,” New Journal of Physics 20

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2018

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Kosuke Mitarai, Makoto Negoro, Masahiro Kitagawa, and Keisuke Fujii, “Quantum circuit learning,” Physical Review A 98

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Tyson Jones and Simon C Benjamin, “Quantum compilation and circuit optimisation via energy dissipation,” arXiv:1811.03147 (2018)

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2018

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Colin J. Trout, Muyuan Li, Mauricio Gutierrez, Yukai Wu, Sheng-Tao Wang, Luming Duan, and Kenneth R. Brown, “Simulating the performance of a distance-3 surface code in a linear ion trap,” New Journal of Physics 20

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2018

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Diogo Cruz, Romain Fournier, Fabien Gremion, Alix Jeannerot, Kenichi Komagata, Tara Tosic, Jarla Thiesbrummel, Chun Lam Chan, Nicolas Macris, Marc-André Dupertuis, et al. , “Efficient quantum algorithms for ghz and w states, and implementation on the ibm quantum computer,” Advanced Quantum Technologies 2

2019

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Abhinav Kandala, Kristan Temme, Antonio D Córcoles, Antonio Mezzacapo, Jerry M Chow, and Jay M Gambetta, “Error mitigation extends the computational reach of a noisy quantum processor,” Nature 567

2019

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Seyon Sivarajah, Silas Dilkes, Alexander Cowtan, Will Simmons, Alec Edgington, and Ross Duncan, “t|ket ⟩ \rangle : A Retargetable Compiler for NISQ Devices,” Quantum Science and Technology 6

2020

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Erik Nielsen, Kenneth Rudinger, Timothy Proctor, Antonio Russo, Kevin Young, and Robin Blume-Kohout, “Probing quantum processor performance with pyGSTi,” arXiv preprint arXiv:2002.12476 (2020)

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M. G. Davis, E. Smith, A. Tudor, K. Sen, I. Siddiqi, and C. Iancu, “Towards optimal topology aware quantum circuit synthesis,” in 2020 IEEE International Conference on Quantum Computing and Engineering (QCE) (2020) pp. 223–234

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L. C. G. Govia, G. J. Ribeill, D. Ristè, M. Ware, and H. Krovi, “Bootstrapping quantum process tomography via a perturbative ansatz,” Nature Communications 11

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Closest in time.

Prakash Murali, David C. Mckay, Margaret Martonosi, and Ali Javadi-Abhari, “Software Mitigation of Crosstalk on Noisy Intermediate-Scale Quantum Computers,” in Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems , ASPLOS ’20 (Association for Computing Machinery, New York, NY, USA, 2020) pp. 1001–1016

2020

Closest in time.

Kunal Sharma, Sumeet Khatri, Marco Cerezo, and Patrick J Coles, “Noise resilience of variational quantum compiling,” New Journal of Physics 22

2020

Closest in time.

Piotr Czarnik, Andrew Arrasmith, Patrick J Coles, and Lukasz Cincio, “Error mitigation with clifford quantum-circuit data,” arXiv preprint arXiv:2005.10189 (2020)

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2020

Closest in time.

Armands Strikis, Dayue Qin, Yanzhu Chen, Simon C. Benjamin, and Ying Li, “Learning-based quantum error mitigation,” arXiv preprint arXiv:2005.07601 (2020)

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Alexander Zlokapa and Alexandru Gheorghiu, “A deep learning model for noise prediction on near-term quantum devices,” arXiv preprint arXiv:2005.10811 (2020)

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