hep-ph · 2026-09-10 · No. 111
High Energy Physics - Phenomenology, 2026-09-10.
1 new papers in hep-ph. Titles, authors,
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01 — The papers
1 entries-
01
Searching for New Physics with Reinforcement Learning
Jacky Kumar, Marianne Bouchard, David London
hep-ph · cs.LG
Finding new physics (NP) is the most important problem in particle physics today. Studying ``anomalies'', i.e., measurements of low-energy observables whose values disagree with the predictions of the Standard Model (SM), is a powerful search strategy. The SM Effective Field Theory (SMEFT) provides a general model-independent framework for parameterizing NP; it is natural to try to find the SMEFT operator(s) that can explain such anomalies....
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