Hep-Th, or high-energy theoretical physics, explores the fundamental building blocks of our universe and the forces that govern them. Researchers in this field use complex mathematics to understand everything from subatomic particles to the behavior of black holes, often pushing the boundaries of what we know about space and time.

At Gist.Science, we monitor the arXiv repository to ensure you stay ahead of the curve in this rapidly evolving discipline. For every new preprint uploaded to arXiv under this category, our team generates both accessible plain-language overviews and detailed technical summaries, making cutting-edge research understandable regardless of your background.

Below are the latest papers in high-energy theoretical physics, curated to help you navigate the most significant recent discoveries.

LLMs with in-context learning for Algorithmic Theoretical Physics

This paper demonstrates that a frontier Large Language Model (Claude) interfaced with a computer algebra system (Maple) and enhanced with in-context learning via worked examples can reliably execute complex algorithmic computations in theoretical physics, specifically for cosmological perturbations in modified gravity theories, while also identifying current limitations and improvement strategies.

Anamaria Hell, Leander Thiele2026-05-12⚛️ gr-qc

Generalized Catability of Relativistic Quantum States Measurement in a Unified Lie-Algebraic Foldy-Wouthuysen (FW) Framework

This paper presents a unified Lie-algebraic Foldy-Wouthuysen framework that generalizes the concept of "catability" as a quantitative measure of coherence and phase correlations for relativistic quantum states of arbitrary spin, enabling the systematic block-diagonalization of Hamiltonians and the analysis of superposition effects in both fermionic and bosonic systems.

Abdelmalek Bouzenada2026-05-12⚛️ quant-ph

An exact spacetime polymer gas for finite-temperature ZN\mathbb Z_N homological quantum code

This paper establishes an exact mapping between finite-temperature ZN\mathbb Z_N homological quantum codes and a (d+1)(d+1)-dimensional spacetime polymer gas with topological charges, utilizing this reformulation to derive rigorous low-temperature stability criteria, exact higher-form dualities, and connections to the plaquette random-cluster model.

Nafiz Ishtiaque, Shanto Chakroborty2026-05-12🔢 math-ph