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Quantum Mach. Intell. (1)

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Robust error accumulation suppression for quantum circuits

Tatsuki Odake¹, Philip Taranto ^2,1, Nobuyuki Yoshioka ³, Toshinari Itoko ⁴, Kunal Sharma⁵, Antonio Mezzacapo⁵, and Mio Murao^1,*

¹Department of Physics, Graduate School of Science, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, Tokyo 113-0033, Japan
²Department of Physics & Astronomy, University of Manchester, Manchester M13 9PL, United Kingdom
³Department of Applied Physics, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
⁴IBM Quantum, IBM Research–Tokyo, Tokyo, Japan
⁵IBM Quantum, IBM Thomas J. Watson Research Center, Yorktown Heights, New York 10598, USA

^*Contact author: murao@phys.s.u-tokyo.ac.jp

Scalable quantum error mitigation with physically informed graph neural networks

Huaxin Wang, Xinge Wu, Jiajun Liu, Ruiqing He, Jiandong Shang, Hengliang Guo, and Qiang Chen

Quantum Mach. Intell. 8 114 (2026)

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