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

FASTColor -- Full-color Amplitude Surrogate Toolkit for QCD

This paper introduces FASTColor, a machine learning toolkit that accelerates the reweighting of leading-color to full-color QCD matrix elements by approximately a factor of two using modern neural networks, including transformers that leverage underlying symmetries to improve generalization and potentially eliminate the need for final unweighting steps.

Javier Mariño Villadamigo, Rikkert Frederix, Tilman Plehn, Timea Vitos, Ramon Winterhalder2026-07-24
⚛️ phenomenology

Direct Detection and Cosmological Constraints of Dark Matter with Dark Dipoles

This paper investigates a fermionic dark matter candidate interacting via dark dipole operators mediated by a massive dark photon, finding that while cosmological observations already constrain most of the parameter space, future low-threshold semiconductor experiments like skipper-CCDs are crucial for probing sub-GeV dark matter masses that remain viable against current direct detection limits.

Takumi Kuwahara, Jun-Chen Wang, Shu-Run Yuan2026-07-24
⚛️ high-energy experiments

Structural dissection of hadronic molecules: The D(∗)Kˉ(∗)D^{(*)}\bar{K}^{(*)} family under QCD light-cone sum rules

This paper employs QCD light-cone sum rules to calculate the static electromagnetic properties of three JP=1+J^{P}=1^{+} charm-strange molecular tetraquark candidates, revealing that their magnetic moments are dominated by light quarks while their small quadrupole moments suggest nearly spherical charge distributions, thereby providing quantitative benchmarks to distinguish molecular structures from compact multiquark interpretations.

Ulaş Özdem2026-07-24
⚛️ phenomenology

Minimal Dark Matter: Generalized Framework and Direct-Detection Sensitivity

This paper introduces a generalized framework to calculate nonperturbative effects in minimal dark matter models with Higgs-coupled multiplets, revealing that certain mixed multiplet scenarios can evade direct-detection limits below the neutrino floor, thereby demonstrating that such models cannot be fully excluded by direct-detection experiments alone.

Spencer Griffith, Juri Smirnov, Laura Lopez-Honorez, John F. Beacom2026-07-24
⚛️ high-energy theory

Moduli-Space Laplacians, Asymptotic Geometry, and the Emergent String Conjecture

This paper proposes that at asymptotic limits of quantum gravity moduli spaces, the masses of lightest particle towers correspond to eigenfunctions of the moduli-space Laplacian with quantized eigenvalues dictated by the Emergent String Conjecture, a relationship supported by diverse supersymmetric examples and linked to instanton spectra.

Christian Aoufia, Muldrow Etheredge, Bernardo Fraiman, Sanjay Raman, Alexander Stewart2026-07-24