Hep-Ex explores the fascinating intersection where particle physics meets experimental reality. This field investigates how scientists build massive detectors and accelerate particles to test the fundamental laws of nature, turning abstract theories into measurable data. It is the rigorous process of searching for new particles or forces that could reshape our understanding of the universe, often requiring years of collaboration and engineering.

At Gist.Science, we ensure these discoveries become accessible to everyone. We process every new preprint in this category directly from arXiv, generating both plain-language explanations for curious readers and detailed technical summaries for specialists. Our goal is to bridge the gap between complex experimental results and public understanding without losing scientific nuance.

Below are the latest papers in Hep-Ex, freshly summarized and ready for you to explore.

🤖 AI

End-to-end event reconstruction for precision physics at future colliders

This paper presents an end-to-end global event reconstruction framework combining geometric algebra transformers and object condensation clustering that significantly outperforms state-of-the-art rule-based algorithms in efficiency, fake-particle suppression, and mass resolution for future collider experiments like FCC-ee, thereby enabling rapid detector design iteration by decoupling performance from detector-specific tuning.

Dolores Garcia, Lena Herrmann, Gregor Krzmanc, Michele Selvaggi2026-03-05
⚛️ phenomenology

Atmospheric neutrino constraints on Lorentz invariance violation with the first six detection units of KM3NeT/ORCA

Using 1.4 years of atmospheric neutrino data from the first six detection units of the KM3NeT/ORCA detector, this study finds no evidence for isotropic Lorentz invariance violation and establishes competitive new limits on relevant coefficients.

KM3NeT Collaboration, O. Adriani, A. Albert, A. R. Alhebsi, S. Alshalloudi, S. Alves Garre, F. Ameli, M. Andre, L. Aphec (…)2026-03-05
⚛️ phenomenology

Axial-vector neutral-current measurements in coherent elastic neutrino-nucleus scattering experiments

This paper identifies fluorine-based compounds, particularly octafluoropropane, as optimal targets for measuring subleading axial-vector contributions in coherent elastic neutrino-nucleus scattering, demonstrating that such experiments could determine the axial coupling at the ∼10%\sim 10\% level and probe spin-dependent new physics.

D. Aristizabal Sierra, Pablo M. Candela, Valentina De Romeri, Dimitrios K. Papoulias, Laura Trincado S2026-03-05
⚛️ phenomenology

Connecting Flavor and Baryon Asymmetry via Leptogenesis in Effective Froggatt-Nielsen Theory

This paper presents a unified Froggatt-Nielsen effective theory with three right-handed neutrinos and complex coefficients that simultaneously explains fermion flavor hierarchies, neutrino masses, dark matter, and the baryon asymmetry of the Universe, demonstrating that successful thermal leptogenesis is viable in both freeze-in and freeze-out scenarios.

Cheshta Batra, Rusa Mandal, Kunal Rawat, Tom Tong2026-03-05
⚛️ high-energy experiments

New Limit on Axion-Like Dark Matter using Cold Neutrons

Using a Ramsey-type apparatus with cold neutrons, researchers analyzed 24 hours of data to find no evidence of oscillating axion-like dark matter, thereby establishing the most stringent limits to date on the coupling between axion-like particles and gluons within a specific mass range.

Ivo Schulthess, Estelle Chanel, Anastasio Fratangelo, Alexander Gottstein, Andreas Gsponer, Zachary Hodge, Ciro Pistillo (…)2026-03-04