尹志 (2025-09-30 22:39):
#paper Quantum computing and artificial intelligence: status and perspectives. doi: 10.48550/arXiv.2505.23860 比较新的一篇QAI的综述。比较细致的介绍了Quantum for AI及AI for Quantum,还有基础问题。最后介绍了一些目前这个领域所遇到的挑战。有两个特点值得一提,一个就是确实很新,目前基本的QAI的问题都有涉及;第二个就是这是一个全欧洲阵容的研究人员写的QAI综述,文章的开头就明确了自己的位置,这点还是很耐人寻味的。
arXiv, 2025-05-29T08:15:23Z. DOI: 10.48550/arXiv.2505.23860
Quantum computing and artificial intelligence: status and perspectives
Giovanni Acampora, Andris Ambainis, Natalia Ares, Leonardo Banchi, Pallavi Bhardwaj, Daniele Binosi, G. Andrew D. Briggs, Tommaso Calarco, Vedran Dunjko, Jens Eisert, ... >>>
Giovanni Acampora, Andris Ambainis, Natalia Ares, Leonardo Banchi, Pallavi Bhardwaj, Daniele Binosi, G. Andrew D. Briggs, Tommaso Calarco, Vedran Dunjko, Jens Eisert, Olivier Ezratty, Paul Erker, Federico Fedele, Elies Gil-Fuster, Martin Gärttner, Mats Granath, Markus Heyl, Iordanis Kerenidis, Matthias Klusch, Anton Frisk Kockum, Richard Kueng, Mario Krenn, Jörg Lässig, Antonio Macaluso, Sabrina Maniscalco, Florian Marquardt, Kristel Michielsen, Gorka Muñoz-Gil, Daniel Müssig, Hendrik Poulsen Nautrup, Sophie A. Neubauer, Evert van Nieuwenburg, Roman Orus, Jörg Schmiedmayer, Markus Schmitt, Philipp Slusallek, Filippo Vicentini, Christof Weitenberg, Frank K. Wilhelm <<<
Abstract:
This white paper discusses and explores the various points of intersection<br>between quantum computing and artificial intelligence (AI). It describes how<br>quantum computing could support the development of innovative AI solutions. It<br>also examines use cases of classical AI that can empower research and<br>development in quantum technologies, with a focus on quantum computing and<br>quantum sensing. The purpose of this white paper is to provide a long-term<br>research agenda aimed at addressing foundational questions about how AI and<br>quantum computing interact and benefit one another. It concludes with a set of<br>recommendations and challenges, including how to orchestrate the proposed<br>theoretical work, align quantum AI developments with quantum hardware roadmaps,<br>estimate both classical and quantum resources - especially with the goal of<br>mitigating and optimizing energy consumption - advance this emerging hybrid<br>software engineering discipline, and enhance European industrial<br>competitiveness while considering societal implications.
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