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AI assistant for HEP data analysis - Dr. Sai

15 Aug 2024, 16:10
15m
雅典厅

雅典厅

Oral report 粒子物理实验技术 分会场五

Speaker

Dr Ke LI (IHEP)

Description

The data processing and analyzing is one of the main challenges at HEP experiments, normally one physics result can take more than 3 years to be conducted. To accelerate the physics analysis and drive new physics discovery, the rapidly developing Large Language Model (LLM) is the most promising approach, it have demonstrated astonishing capabilities in recognition and generation of text while most parts of physics analysis can be benefitted. In this talk we will discuss the construction of a dedicated intelligent agent, an AI assistant at BESIII based on LLM, the potential usage to boost hadron spectroscopy study, and the future plan towards a AI scientist.

Primary author

Dr Ke LI (IHEP)

Presentation materials