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Phys. Rev. E (1)Physics (1)

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Improving Quantum Machine Learning via Heat-Bath Algorithmic Cooling

Nayeli A. Rodríguez-Briones ^1,2,* and Daniel K. Park ^3,4,5,†

¹Atominstitut, Technische Universität Wien, Stadionallee 2, 1020 Vienna, Austria
²Miller Institute for Basic Research in Science, University of California Berkeley, Berkeley, California 94720, USA
³Department of Applied Statistics, Yonsei University, Seoul 03722, Republic of Korea
⁴Department of Statistics and Data Science, Yonsei University, Seoul 03722, Republic of Korea
⁵Department of Quantum Information, Yonsei University, Seoul 03722, Republic of Korea

^*Contact author: nayeli.briones@tuwien.ac.at
^†Contact author: dkd.park@yonsei.ac.kr

Cool Qubits Make Faster Decisions

Marric Stephens

Physics 19 s28 (2026)

Enhancing performance and operational regimes of the quantum Otto refrigerator with heat bath algorithmic cooling

Yuhao Wang, Andri Pradana, Jian Wei Cheong, and Lock Yue Chew

Phys. Rev. E 113 054112 (2026)

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