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.

Neural posterior estimation of the neutrino direction in IceCube using transformer-encoded normalizing flows on the sphere

This paper introduces a novel neural posterior estimation method for IceCube neutrino direction reconstruction that combines a transformer encoder with a spherical normalizing flow, achieving state-of-the-art angular resolution and significantly faster, constant-time all-sky scans for both track and shower events across a wide energy range.

R. Abbasi, M. Ackermann, J. Adams, J. A. Aguilar, M. Ahlers, J. M. Alameddine, S. Ali, N. M. Amin, K. Andeen, C. Argüelles, Y. Ashida, S. Athanasiadou, S. N. Axani, R. Babu, X. Bai, A. Balagopal V. (…)2026-04-23⚛️ hep-ex

Technically Natural Suppression of Fifth Force

This paper proposes a Z2Z_2-symmetric mirror extension of the Standard Model within a bi-conformal gravity framework where spontaneous scale invariance breaking generates a light scalaron that naturally suppresses fifth-force couplings via symmetry, predicting a specific correlation between the force strength and scalar mass that aligns with next-generation experimental targets without relying on environmental screening mechanisms.

Kensuke Homma, Taishi Katsuragawa, Shinya Matsuzaki2026-04-23⚛️ hep-ex

Baryon-Meson Sum Rule for bsννˉb \to s \nu\bar\nu

This paper establishes a model-independent sum rule linking the branching fractions of ΛbΛννˉ\Lambda_b \to \Lambda \nu\bar\nu and BK()ννˉB \to K^{(\ast)} \nu\bar\nu decays, which remains exact despite numerous Wilson coefficients and shares numerical coefficients with the bcb\to c semileptonic counterpart, thereby providing a powerful tool to discriminate new-physics scenarios involving left-handed neutrinos.

Teppei Kitahara, Manas Kumar Mohapatra, Kota Sasaki2026-04-23⚛️ hep-ex

How Invisible: Regressing The Key Model Parameter for Semi-visible Jet Searches

This paper introduces a robust regression model that utilizes high-level physics objects to precisely reconstruct the key parameter rinvr_{\mathrm{inv}} in semi-visible jet events, offering a superior alternative to analytical methods and a unified approach for enhancing sensitivity in both ss-channel and tt-channel dark sector searches.

Yin Li, Bingxuan Liu, Jianbin Wang, Jiaqi Xie, Kairong Xu, Ruihan Ye, Zihuan Huang2026-04-23⚛️ hep-ex

Charged-Current Neutrino-Induced Single-Pion Production in the Superscaling Approach and Relativistic Distorted-Wave Impulse Approximation

This paper presents a detailed comparison of the SuSAv2 and RDWIA theoretical models against experimental measurements of charged-current neutrino-induced single-pion production from T2K, MINERvA, and MiniBooNE across a broad energy range, highlighting their respective approaches to modeling nuclear targets and pion production channels.

Jesus Gonzalez-Rosa, Alexis Nikolakopoulos, Maria B. Barbaro, Juan A. Caballero, Raúl González-Jiménez, Guillermo D. Megias2026-04-23⚛️ nucl-th