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Physical Review Research

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Journal of Chemical Theory and Computation (1)

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Neural network assisted fermionic compression encoding: A lossy quantum-selected configuration interaction framework for resource-efficient ground-state simulations

Yu-Cheng Chen ^1,*, Ronin Wu ^2,†, M. H. Cheng^3,4, and Min-Hsiu Hsieh¹

¹Hon Hai Research Institute, Taipei, Taiwan
²QunaSys Europe, Copenhagen, Denmark
³Department of Physics Blackett Laboratory, Imperial College London, London SW7 2AZ, United Kingdom
⁴Fraunhofer Institute for Industrial Mathematics, Fraunhofer-Platz 1, 67663 Kaiserslautern, Germany

^*Contact author: kesson.yc.chen@foxconn.com
^†Contact author: ronin@qunasys.com

Resource-Efficient Quantum Algorithms for Selected Hamiltonian Subspace Diagonalization

Vincent Graves, Manqoba Q. Hlatshwayo, Theodoros Kapourniotis, and Konstantinos Georgopoulos

Journal of Chemical Theory and Computation 22 7642 (2026)

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