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Artificial Intelligence Journal · 期刊 · Artificial Intelligence

2026-02-05 至 2026-02-05 共收录 1
2402.10192 2026-02-05 cs.LG cs.AI cs.DM quant-ph

Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive Bias

多激发投影模拟:受多体物理启发的归纳偏置

Philip A. LeMaitre, Marius Krumm, Hans J. Briegel

机构 * University of Innsbruck, Institute for Theoretical Physics(因斯布鲁克大学理论物理研究所)

AI总结 本文提出多激发投影模拟(mePS)方法,通过受多体物理启发的归纳偏置解决超图建模中的指数复杂性问题,并在多个场景中验证了其资源节省和可解释性优势。

Comments 41 pages, 9 figures; Code repository at https://github.com/MariusKrumm/ManyBodyMEPS. Updated to be consistent with AIJ version

Journal ref Artificial Intelligence 352, 104489 (2026)

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