Probing the Higgs Self-Coupling with an XFEL Compton $γγ$ Collider at $\sqrt{s} = 380$ GeV

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Auteurs principaux: Castelazo, Santiago Ampudia, Qureshi, Umar Sohail, Barklow, Tim, Schwartzman, Ariel
Format: Preprint
Publié: 2026
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author Castelazo, Santiago Ampudia
Qureshi, Umar Sohail
Barklow, Tim
Schwartzman, Ariel
author_facet Castelazo, Santiago Ampudia
Qureshi, Umar Sohail
Barklow, Tim
Schwartzman, Ariel
contents We present a study probing the Higgs self-coupling with the X-ray free-electron laser Compton $γγ$ Collider (XCC) concept. The analysis is performed considering the $γγ\to HH \to bb\overline{bb}$ channel, and results are then extrapolated to obtain a projection on the Higgs self-coupling sensitivity that ranges between 7% and 12%. An ensemble of boosted decision trees is trained to discriminate between signal and backgrounds, paired with a genetic algorithm optimizer to combine the final classifier outputs. This study suggests that an X-ray FEL-based $γγ$ collider is a powerful tool to probe the mechanism of electroweak symmetry breaking, complementary to $e^+e^-$ Higgs factories and future high-energy hadron colliders.
format Preprint
id arxiv_https___arxiv_org_abs_2603_20591
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Probing the Higgs Self-Coupling with an XFEL Compton $γγ$ Collider at $\sqrt{s} = 380$ GeV
Castelazo, Santiago Ampudia
Qureshi, Umar Sohail
Barklow, Tim
Schwartzman, Ariel
High Energy Physics - Phenomenology
High Energy Physics - Experiment
We present a study probing the Higgs self-coupling with the X-ray free-electron laser Compton $γγ$ Collider (XCC) concept. The analysis is performed considering the $γγ\to HH \to bb\overline{bb}$ channel, and results are then extrapolated to obtain a projection on the Higgs self-coupling sensitivity that ranges between 7% and 12%. An ensemble of boosted decision trees is trained to discriminate between signal and backgrounds, paired with a genetic algorithm optimizer to combine the final classifier outputs. This study suggests that an X-ray FEL-based $γγ$ collider is a powerful tool to probe the mechanism of electroweak symmetry breaking, complementary to $e^+e^-$ Higgs factories and future high-energy hadron colliders.
title Probing the Higgs Self-Coupling with an XFEL Compton $γγ$ Collider at $\sqrt{s} = 380$ GeV
topic High Energy Physics - Phenomenology
High Energy Physics - Experiment
url https://arxiv.org/abs/2603.20591