17–24 Jul 2024
Prague
Europe/Prague timezone

ChatQCD: Let Large Language Models Explore QCD

19 Jul 2024, 19:00
2h
Foyer Floor 2

Foyer Floor 2

Poster 14. Computing, AI and Data Handling Poster Session 2

Speaker

Antonin Sulc (DESY)

Description

Quantum chromodynamics (QCD) has yielded a vast literature spanning distinct phenomena. We construct a corpus of papers and build a generative model. This model holds promise for accelerating the capability of scientists to consolidate our knowledge of QCD by the ability to generate and validate scientific works in the landscape of works related to QCD and similar problems in HEP. Furthermore, we discuss challenges and future directions of using large language models to integrate our scientific knowledge about QCD through the automated generation of explanatory scientific texts.

Alternate track 15. Education and Outreach
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Authors

Antonin Sulc (DESY) Patrick Connor (University Hamburg (DE))

Presentation materials