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Bias-field digitized counterdiabatic quantum optimization

Alejandro Gomez Cadavid1,2, Archismita Dalal1, Anton Simen1,2, Enrique Solano1,*, and Narendra N. Hegade1,†

  • 1Kipu Quantum GmbH, Greifswalderstrasse 212, 10405 Berlin, Germany
  • 2Department of Physical Chemistry, University of the Basque Country UPV/EHU, Apartado 644, 48080 Bilbao, Spain

  • *Contact author: enr.solano@gmail.com
  • †Contact author: narendrahegade5@gmail.com

A review of variational quantum algorithms: Insights into fault-tolerant quantum computing

Zhirao Wang, Junxiang Huang, Runyu Ye, Qingyu Li, Qi-Ming Ding, Yiming Huang, Ting Zhang, Yumeng Zeng, Jianshuo Gao, Xiao Yuan, and Yuan Yao

Frontiers of Physics 22 023301 (2027)

A Technical Review of Quantum Computing Use Cases for Finance and Economics

Manqoba Q. Hlatshwayo, Manav Babel, Dalila Islas-Sanchez, and Konstantinos Georgopoulos

Quantum Reports 8 26 (2026)

Scaling advantage with quantum-enhanced memetic tabu search for LABS

Alejandro Gomez Cadavid, Pranav Chandarana, Sebastián V. Romero, Jan Trautmann, Enrique Solano, Taylor Lee Patti, and Narendra N. Hegade

Quantum Mach. Intell. 8 92 (2026)

Sampled-Based Guided Quantum Walk: Non-variational quantum algorithm for combinatorial optimization

Ugo Nzongani, Dylan Laplace Mermoud, Giuseppe Di Molfetta, and Andrea Simonetto

Quantum 10 2234 (2026)

Fighting Exponentially Small Gaps by Counterdiabatic Driving

András Grabarits, Federico Balducci, and Adolfo del Campo

PRX Quantum 7 010322 (2026)

Quantum combinatorial reasoning for large language models

Carlos Flores-Garrigós, Gaurav Dev, Michael Falkenthal, Alejandro Gomez Cadavid, Anton Simen, Shubham Kumar, Enrique Solano, and Narendra N. Hegade

Phys. Rev. Research 8 033070 (2026)

Integrated error-suppressed pipeline for quantum optimization of nontrivial binary combinatorial optimization problems on gate-model hardware at the 156-qubit scale

Natasha Sachdeva, Gavin S Hartnett, Smarak Maity, Samuel Marsh, Yulun Wang, Adam Winick, Ryan Dougherty, Daniel Canuto, You Quan Chong, G Adam Cox, Michael Hush, Pranav S Mundada, Christopher D B Bentley, Michael J Biercuk, and Yuval Baum

New J. Phys. 28 064506 (2026)

Optimizing QUBO on a quantum computer by mimicking imaginary time evolution

Yahui Chai and Alice Di Tucci

New J. Phys. 28 064508 (2026)

Constrained quantum optimization via iterative warm-start X Y -mixers

David Bucher, Maximilian Janetschek, Michael Poppel, Jonas Stein, Claudia Linnhoff-Popien, and Sebastian Feld

New J. Phys. 28 084501 (2026)

Filter-enhanced adiabatic quantum computing on a digital quantum processor

Erenay Karacan, Conor Mc Keever, Michael Foss-Feig, David Hayes, and Michael Lubasch

Phys. Rev. Research 7 033153 (2025)

Benchmarking the performance of quantum computing software for quantum circuit creation, manipulation and compilation

Paul D. Nation, Abdullah Ash Saki, Sebastian Brandhofer, Luciano Bello, Shelly Garion, Matthew Treinish, and Ali Javadi-Abhari

Nat Comput Sci 5 427 (2025)

Left-deep join order selection with higher-order unconstrained binary optimization on quantum computers

Valter Uotila

Front. Comput. Sci. 7 1649354 (2025)

Digitized counterdiabatic quantum optimization for bin packing problem

Ruoqian Xu, Sebastián V. Romero, Jialiang Tang, Yue Ban, and Xi Chen

EPJ Quantum Technol. 12 98 (2025)

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

Valter Uotila, Julia Ripatti, and Bo Zhao

No title available

Gabriele Agliardi, Dimitris Alevras, Vaibhaw Kumar, Roberto Lo Nardo, Gabriele Compostella, Sumit Kumar, Manuel Proissl, and Bimal Mehta

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