4 papers
Scaling Particle Collision Data Analysis
Hengkui Wu, Panpan Chi, Yongfeng Zhu +10
For decades, researchers have developed task-specific models to address scientific challenges across diverse disciplines. Recently, large language models (LLMs) have shown enormous…
Flavor Physics at the CEPC: a General Perspective
Xiaocong Ai, Wolfgang Altmannshofer, Peter Athron +147
We discuss the landscape of flavor physics at the Circular Electron-Positron Collider (CEPC), based on the nominal luminosity outlined in its Technical Design Report. The CEPC is d…
Quantum Frontiers in High Energy Physics
Yaquan Fang, Christina Gao, Ying-Ying Li +6
Numerous challenges persist in High Energy Physics (HEP), the addressing of which requires advancements in detection technology, computational methods, data analysis frameworks, an…
One-to-one correspondence reconstruction at the electron-positron Higgs factory
Yuexin Wang, Hao Liang, Yongfeng Zhu +6
We propose one-to-one correspondence reconstruction for electron-positron Higgs factories. For each visible particle, one-to-one correspondence aims to associate relevant detector…