23–28 Feb 2025
IBS
Asia/Seoul timezone

AI assist IBP reduction

27 Feb 2025, 15:30
30m
IBS

IBS

Speaker

Zhuo-Yang Song (Peking University)

Description

In high-energy physics, calculating Feynman integrals efficiently remains challenging due to the computational demands of traditional methods. We are developing a new approach relying on code generation capabilities of large language models to optimize integration-by-parts (IBP) reduction by combining advanced techniques with classical algorithms. This method shows significant improvements in efficiency and scalability, with reduced memory usage compared to conventional techniques.

Primary author

Zhuo-Yang Song (Peking University)

Presentation materials