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

Reliable Hybrid Neural Surrogates for Multidimensional Grids: Application to Double Parton Distributions

This paper presents a hybrid neural-network method implemented in C++ that significantly reduces the storage, memory, and initialization costs of multidimensional double parton distribution grids by compressing most data into a neural model while storing only a sparse set of high-accuracy residuals, achieving a 10.6-fold reduction in disk footprint with minimal impact on evaluation speed.

R. Kord Valeshabadi, S. Rezaie2026-09-15
⚛️ high-energy experiments

Finite Asimov Sample Construction in Unbinned Neural Simulation-Based Inference

This paper proposes a method to construct a finite, weighted reference sample that globally maximizes the likelihood for learned density ratios, demonstrating that such a small dataset can accurately reproduce expected test statistic scans and distributions typically requiring millions of simulated events in neural simulation-based inference.

Rafael Coelho Lopes de Sa, Jay Sandesara2026-09-15
⚛️ general relativity

Simulation of PBH formation in a matter-dominated universe

Using fully nonlinear numerical relativity, this study reveals that while dust fluid simulations of primordial black hole formation in a matter-dominated universe require significantly larger initial amplitudes to avoid premature computational crashes, collisionless particle simulations allow for black hole formation at thresholds an order of magnitude lower than previous analytic estimates.

Chul-Moon Yoo, Albert Escrivà, Tomohiro Harada, Kazunori Kohri2026-09-15
⚛️ lattice

Chiral symmetry breaking for large "Nf" and the properties of the "rho" meson near the conformal window

This paper investigates how the ground-state properties of the ρ\rho meson evolve as the number of light-quark flavors (NfN_f) approaches the conformal window, revealing that while chiral symmetry restoration and deconfinement occur at a critical flavor number, the ρ\rho meson's survival is governed by the divergence of the confinement length scale rather than mass crossing, resulting in a larger, rounder object with flattened form factors and an expanding charge radius.

Aftab Ahmad, Samreen Fatima, Muhammad Shahbaz, Marco Antonio Bedolla, Alfredo Raya, Muhammad Imran2026-09-15
⚛️ phenomenology

Probe of Solar Neutrino Magnetic Moments through Spin-Flavor Precession: Resonance Structure and Antineutrino Appearance

This paper investigates solar neutrino spin-flavor precession within a three-flavor framework, demonstrating that while resonant conversions are suppressed, nonresonant Majorana conversion offers a distinctive antineutrino signal that the Jinping Neutrino Experiment could detect to set stringent new limits on neutrino magnetic moments.

Pouya Bakhti, Sudip Jana, Chui-Fan Kong, Seodong Shin, Seokhoon Yun2026-09-15
⚛️ nuclear theory

NICER neutron stars with dark energy and dark matter: effects on the inferred equation of state

This study utilizes Bayesian inference on NICER mass-radius data to demonstrate that while dark energy cores significantly alter and can be constrained by neutron star observations, asymmetric dark matter cores remain observationally indistinguishable from purely baryonic stars for mass fractions up to 5%, implying that mass-radius measurements alone are insufficient to detect the latter.

Nathan Rutherford, Chanda Prescod-Weinstein, Anna Watts2026-09-15
⚛️ high-energy theory

Emergent Einstein-Cartan gravity from a spinor loop

This paper demonstrates that in Einstein-Cartan spinor gravity, spinor loops generate the kinetic and mass terms for both the local-Lorentz gauge field and the vierbein, thereby inducing a complete effective action comprising a cosmological constant, Einstein-Hilbert term, Weyl-squared term, and torsion dynamics that respects general-coordinate and local-Lorentz gauge invariances.

Yadikaer Maitiniyazi, Shinya Matsuzaki, Kin-ya Oda, Yoshiki Uchida, Masatoshi Yamada2026-09-15
⚛️ phenomenology

Interpretation of the excited Ωc\Omega_c family via mass and width in the chiral quark model

This study utilizes the chiral quark model combined with the 3P0^3P_0 decay mechanism to provide a coherent interpretation of the low-lying Ωc\Omega_c spectrum, successfully identifying most observed states as λ\lambda-mode 1P1P excitations while suggesting that Ωc(3119)\Omega_c(3119) is not a pure three-quark state and assigning Ωc(3185)\Omega_c(3185) and Ωc(3327)\Omega_c(3327) to 2S2S and 1D1D configurations, respectively.

Xiao-Huang Hu, Zhe-Tao Miu, Yue Tan, Qi Huang, Ye Yan, Jia-Lun Ping2026-09-15