Hep-Ph explores the fundamental forces that govern how particles interact and behave at the smallest scales imaginable. This field bridges the gap between theoretical predictions and experimental reality, helping scientists understand the building blocks of our universe without getting lost in complex mathematics. Whether investigating the Higgs boson or searching for new physics beyond current models, these studies push the boundaries of human knowledge about matter and energy.

At Gist.Science, we process every new preprint in this category as soon as it appears on arXiv. We strip away the dense jargon to offer both accessible plain-language explanations and detailed technical summaries, ensuring that groundbreaking research is understandable to everyone from students to seasoned experts. Below are the latest papers in this dynamic field, ready for you to explore with clarity and depth.

⚛️ phenomenology

Amplitude Uncertainties Everywhere All at Once

This paper proposes and evaluates methods for generating ultra-fast, precise amplitude surrogates for LHC event generation by investigating noise reduction in network ensembles, establishing evidential regression as a sampling-free uncertainty quantification tool, and demonstrating that learned uncertainties effectively identify numerical noise and data gaps in amplitude regression.

Henning Bahl, Nina Elmer, Tilman Plehn, Ramon Winterhalder2026-03-16
⚛️ high-energy theory

Quasi-Dirac fermion: A source of neutrino mass and dark matter

This paper proposes that TeV-scale quasi-Dirac fermions, arising from lepton-symmetry violations in unified theories, simultaneously generate small radiative neutrino masses and provide a stable dark matter candidate, with their tiny mass splitting ensuring consistency with experimental constraints on dark matter detection and charged lepton flavor violation.

Nguyen Thi Nguyet Nga, Nguyen Huy Thao, Phung Van Dong2026-03-16
⚛️ phenomenology

Minimal A4 Type-II Seesaw Realization of Testable Neutrino Mass Sum Rules

This paper proposes a minimal A4A_4-symmetric type-II seesaw model that generates a neutrino mass sum rule fully determining the absolute mass spectrum and predicting inverted ordering, specific Majorana phases, and a maximal neutrinoless double beta decay rate, while simultaneously suppressing muon flavor-violating processes through an approximate triality symmetry in the charged lepton sector.

Salvador Centelles Chuliá, Ranjeet Kumar2026-03-16
⚛️ high-energy experiments

Scrutinizing the KNT model with vacuum stability conditions

This paper demonstrates that while the Krauss-Nasri-Trodden (KNT) model can satisfy low-energy experimental constraints, a significant portion of its viable parameter space is ruled out by vacuum stability conditions when renormalization group effects are considered, leaving most of the remaining region testable through future charged lepton flavor violating experiments.

Tim Huesmann, Michael Klasen, Vishnu P. K2026-03-16
⚛️ high-energy theory

Simulating first-order phase transition during inflation

This paper proposes and validates via lattice simulations a novel Grand Unified Theory-scale first-order phase transition within Starobinsky inflation, featuring a dynamically evolving potential barrier that suppresses early bubble nucleation while triggering massive nucleation at the end of inflation to successfully resolve the graceful exit problem and produce a distinctive gravitational-wave spectrum.

Jintao Zou, Ligong Bian, Shao-Jiang Wang2026-03-16