most citedPretrained Event Classification Model for High Energy Physics Analysis

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physics.data-an2025

Automating High Energy Physics Data Analysis with LLM-Powered Agents

Eli Gendreau-Distler, Joshua Ho, Dongwon Kim +3

We present a proof-of-principle study demonstrating the use of large language model (LLM) agents to automate a representative high energy physics (HEP) analysis. Using the Higgs bo…