EVENET：面向粒子碰撞数据分析的基础模型
Foundation model for particle collision data analysis
摘要
Hsu 等人在 Nature Machine Intelligence 发表 EVENET，这是一个在模拟粒子碰撞数据上预训练的基础模型，同时使用自监督学习和物理标签。该模型可迁移到多种分析任务，并能在真实对撞机数据上运行。
摘要由模型根据原文撰写，以原文为准。
正文 · 原文
Nature Machine Intelligence, Published online: 29 October 2026; doi:10.1038/s42256-026-01322-9
Hsu et al. present EVENET, a foundation model pretrained on simulated particle collisions using both self-supervised learning and physics labels, which transfers across many analysis tasks and works on real collider data.
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来源：Nature Machine Intelligence · nature.com
引用原文
Ting-Hsiang Hsu. Foundation model for particle collision data analysis[EB/OL]. (2026-10-29)[访问日期]. https://www.nature.com/articles/s42256-026-01322-9.