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.

🔭 astrophysics

Toward decision-aware AI for LSST-scale time-domain astronomy

This paper argues that to manage the massive data volume of the Vera C. Rubin Observatory's LSST, time-domain astronomy must shift from static classification to a decision-aware AI framework that integrates foundation models with decision-theoretic policies to dynamically optimize follow-up actions and scientific value within an operational inference loop.

C. R. Bom, A. Mahabal, F. Bianco, P. Darc, B. Fraga, R. Bonito, S. Chaini, M. W. Coughlin, S. Dillmann, F. Fontinele Nun (…)2026-06-05
⚛️ phenomenology

Gravitational Wave Imprints of a High-Quality Axion and the Origin of Flavor Hierarchies

This paper proposes that gauged abelian flavor symmetries can protect the axion from Planck-suppressed operators to solve the strong CP problem while explaining flavor hierarchies, leading to a distinctive plateau-valley gravitational wave spectrum from cosmic string networks that serves as a unique probe complementary to low-energy flavor experiments.

K. S. Babu, Sai Charan Chandrasekar, Sudip Jana, Sudip Manna2026-06-05
⚛️ phenomenology

Diffractive open charm photoproduction in ultraperipheral lead-lead and proton-lead collisions at the LHC

This paper calculates diffractive D0D^0 photoproduction in ultraperipheral lead-lead and proton-lead collisions at the LHC using the Gγ\gammaA--FONLL framework to quantify coherent contributions rejected by current neutron-tagged selections and to provide predictions for both inclusive and diffractive cross sections.

Vadim Guzey, Gian Michele Innocenti, Anna M. Staśto, Mark Strikman2026-06-05