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Digitized counterdiabatic quantum optimization

Narendra N. Hegade1,*, Xi Chen2,†, and Enrique Solano1,3,4,‡

  • 1Department of Physics, International Center of Quantum Artificial Intelligence for Science and Technology (QuArtist), Shanghai University, 200444 Shanghai, China
  • 2Department of Physical Chemistry, University of the Basque Country UPV/EHU, Apartado 644, 48080 Bilbao, Spain and EHU Quantum Center, University of the Basque Country UPV/EHU, Barrio Sarriena, s/n, 48940 Leioa, Spain
  • 3IKERBASQUE, Basque Foundation for Science, Plaza Euskadi 5, 48009 Bilbao, Spain
  • 4Kipu Quantum, Kurwenalstrasse 1, 80804 Munich, Germany

  • *narendrahegade5@gmail.com
  • †chenxi1979cn@gmail.com
  • ‡enr.solano@gmail.com

Bias-field digitized counterdiabatic quantum algorithm for higher-order binary optimization

Sebastián V. Romero, Anne-Maria Visuri, Alejandro Gomez Cadavid, Anton Simen, Enrique Solano, and Narendra N. Hegade

Commun Phys 8 348 (2025)

No title available

Junpei Yamaguchi, Tetsuya Izu, and Noboru Kunihiro

No title available

L. Sánchez Cano, G. Carrascal de las Heras, G. Botella Juan, and A. del Barrio García

Towards Adiabatic Quantum Computing Using Compressed Quantum Circuits

Conor Mc Keever and Michael Lubasch

PRX Quantum 5 020362 (2024)

Shortcuts to Adiabaticity in Krylov Space

Kazutaka Takahashi and Adolfo del Campo

Phys. Rev. X 14 011032 (2024)

Feedback-based quantum algorithm inspired by counterdiabatic driving

Rajesh K. Malla, Hiroki Sukeno, Hongye Yu, Tzu-Chieh Wei, Andreas Weichselbaum, and Robert M. Konik

Phys. Rev. Research 6 043068 (2024)

Pulse-based variational quantum optimization and metalearning in superconducting circuits

Yapeng Wang, Yongcheng Ding, Francisco Andrés Cárdenas-López, and Xi Chen

Phys. Rev. Applied 22 024009 (2024)

Digitized counterdiabatic quantum algorithms for logistics scheduling

Archismita Dalal, Iraitz Montalban, Narendra N. Hegade, Alejandro Gomez Cadavid, Enrique Solano, Abhishek Awasthi, Davide Vodola, Caitlin Jones, Horst Weiss, and Gernot Füchsel

Phys. Rev. Applied 22 064068 (2024)

Quantum shortcut to adiabaticity for state preparation in a finite-sized Jaynes-Cummings lattice

Kang Cai, Prabin Parajuli, Anuvetha Govindarajan, and Lin Tian

Phys. Rev. A 110 022621 (2024)

Quantum Hopfield model with dilute memories

Rongfeng Xie and Alex Kamenev

Phys. Rev. A 110 032418 (2024)

Mitigating fabrication errors by recovering defective syndrome qubits in surface code

Sengthai Heng, Dongmin Kim, and Youngsun Han

Phys. Rev. A 109 012420 (2024)

Physics-informed neural networks for an optimal counterdiabatic quantum computation

Antonio Ferrer-Sánchez, Carlos Flores-Garrigos, Carlos Hernani-Morales, José J Orquín-Marqués, Narendra N Hegade, Alejandro Gomez Cadavid, Iraitz Montalban, Enrique Solano, Yolanda Vives-Gilabert, and José D Martín-Guerrero

Mach. Learn.: Sci. Technol. 5 025035 (2024)

Shortcuts to adiabaticity: theoretical framework, relations between different methods, and versatile approximations

Takuya Hatomura

J. Phys. B: At. Mol. Opt. Phys. 57 102001 (2024)

Photonic counterdiabatic quantum optimization algorithm

Pranav Chandarana, Koushik Paul, Mikel Garcia-de-Andoin, Yue Ban, Mikel Sanz, and Xi Chen

Commun Phys 7 315 (2024)

No title available

Maximilian Hess, Lilly Palackal, Abhishek Awasthi, and Karen Wintersperger

No title available

G. Wendin

Meta-learning digitized-counterdiabatic quantum optimization

Pranav Chandarana, Pablo Suárez Vieites, Narendra N Hegade, Enrique Solano, Yue Ban, and Xi Chen

Quantum Sci. Technol. 8 045007 (2023)

Alignment between initial state and mixer improves QAOA performance for constrained optimization

Zichang He, Ruslan Shaydulin, Shouvanik Chakrabarti, Dylan Herman, Changhao Li, Yue Sun, and Marco Pistoia

npj Quantum Inf 9 121 (2023)

Scaling of errors in digitized counterdiabatic driving

Takuya Hatomura

New J. Phys. 25 103025 (2023)

Scalable set of reversible parity gates for integer factorization

Martin Lanthaler, Benjamin E. Niehoff, and Wolfgang Lechner

Commun Phys 6 73 (2023)

Portfolio optimization with digitized counterdiabatic quantum algorithms

N. N. Hegade, P. Chandarana, K. Paul, Xi Chen, F. Albarrán-Arriagada, and E. Solano

Phys. Rev. Research 4 043204 (2022)

Counterdiabatic formalism of shortcuts to adiabaticity

Mikio Nakahara

Phil. Trans. R. Soc. A. 380 20210272 (2022)

Optimizing counterdiabaticity by variational quantum circuits

Dan Sun, Pranav Chandarana, Zi-Hua Xin, and Xi Chen

Phil. Trans. R. Soc. A. 380 20210282 (2022)

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