17–24 Jul 2024
Prague
Europe/Prague timezone

Dr.Sai: Physical Analysis Agents based on LLMs for BESIII Experiment and Exploration of Future AI Scientist

20 Jul 2024, 17:36
17m
Club A

Club A

Parallel session talk 14. Computing, AI and Data Handling Computing and Data handling

Speaker

Zhengde Zhang (中国科学院高能物理研究所)

Description

Recent advances in AI have been significant, with large language models demonstrating astonishing capabilities that hold the promise of driving new scientific discoveries in high-energy physics. In this report, we will discuss two potential approaches to large models. The first is a specialized intelligent agent for BESIII experiment based on large language models, encompassing its brain, sensors, memory, actuators, and learning systems. Second, we will talk about the large model that directly processes particle physics data, referred to as a scientific large model. We discuss recent progress and considerations for developing future AI scientists.

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Authors

Qi Fazhi (IHEP) Zhengde Zhang (中国科学院高能物理研究所)

Presentation materials