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Demonstration of efficient predictive surrogates for large-scale quantum processors.

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Title: Demonstration of efficient predictive surrogates for large-scale quantum processors.
Authors: Liao WY; Henan Key Laboratory of Quantum Information and Cryptography, Zhengzhou, China., Du Y; College of Computing and Data Science, Nanyang Technological University, Singapore, Singapore. duyuxuan123@gmail.com.; School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore, Singapore. duyuxuan123@gmail.com., Wang X; College of Computing and Data Science, Nanyang Technological University, Singapore, Singapore., Tian TC; Henan Key Laboratory of Quantum Information and Cryptography, Zhengzhou, China., Luo Y; National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University, Wuhan, China., Du B; National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University, Wuhan, China., Tao D; College of Computing and Data Science, Nanyang Technological University, Singapore, Singapore. dacheng.tao@ntu.edu.sg., Huang HL; Henan Key Laboratory of Quantum Information and Cryptography, Zhengzhou, China. quanhhl@ustc.edu.cn.
Source: Nature communications [Nat Commun] 2026 May 27; Vol. 17 (1). Date of Electronic Publication: 2026 May 27.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Liao+WY%22">Liao WY</searchLink>; Henan Key Laboratory of Quantum Information and Cryptography, Zhengzhou, China.<br /><searchLink fieldCode="AU" term="%22Du+Y%22">Du Y</searchLink>; College of Computing and Data Science, Nanyang Technological University, Singapore, Singapore. duyuxuan123@gmail.com.; School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore, Singapore. duyuxuan123@gmail.com.<br /><searchLink fieldCode="AU" term="%22Wang+X%22">Wang X</searchLink>; College of Computing and Data Science, Nanyang Technological University, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Tian+TC%22">Tian TC</searchLink>; Henan Key Laboratory of Quantum Information and Cryptography, Zhengzhou, China.<br /><searchLink fieldCode="AU" term="%22Luo+Y%22">Luo Y</searchLink>; National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Du+B%22">Du B</searchLink>; National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Tao+D%22">Tao D</searchLink>; College of Computing and Data Science, Nanyang Technological University, Singapore, Singapore. dacheng.tao@ntu.edu.sg.<br /><searchLink fieldCode="AU" term="%22Huang+HL%22">Huang HL</searchLink>; Henan Key Laboratory of Quantum Information and Cryptography, Zhengzhou, China. quanhhl@ustc.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%22101528555%22">Nature communications</searchLink> [Nat Commun] 2026 May 27; Vol. 17 (1). <i>Date of Electronic Publication: </i>2026 May 27.
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        Value: 10.1038/s41467-026-72506-5
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              Text: 2026 May 27
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