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.

🔬 condensed matter

Weak Correlations as the Underlying Principle for Linearization of Gradient-Based Learning Systems

This paper proposes that the linearization of gradient-based learning in deep neural networks, particularly in the infinite-width limit, stems from weak correlations between the first and higher-order derivatives of the hypothesis function, a principle used to derive bounds on training deviations and characterized via a novel method for analyzing random tensors.

Ori Shem-Ur, Khen Cohen, Aviv Orly, Yaron Oz2026-08-13
⚛️ high-energy theory

Analytic Properties of Infrared-Finite Amplitudes in Theories with Long-Range Forces

This paper demonstrates that by canonically quantizing a charged scalar in a Coulomb background and fully solving the asymptotic Hamiltonian, one can systematically restore unitarity, causality, and crossing symmetry while establishing an analytic link between Coulomb phase and real radiative divergences, offering an alternative to the Faddeev-Kulish approach for resolving infrared issues in long-range force theories.

Luke Lippstreu2026-08-13
⚛️ high-energy theory

Torus Knots and Minimal Models Revisited : Rational VOA characters from non-hyperbolic knots

This paper extends the connection between torus knots and Virasoro minimal models by utilizing 3D–3D and bulk–boundary correspondences to demonstrate that 3D N=2\mathcal{N}=2 gauge theories associated with torus-knot complements flow to specific boundary chiral algebras, thereby providing a systematic algorithm to derive rational VOA characters directly from the combinatorial data of non-hyperbolic knot triangulations.

Dongmin Gang, Byoungyoon Park, Huijoon Sohn2026-08-13
⚛️ high-energy theory

Macroscopic origin of the topologically twisted index on T2×ΣgT^2 \times \Sigma_{\mathfrak{g}}

This paper constructs a novel family of non-supersymmetric, asymptotically locally AdS5_5 black string solutions in five-dimensional gauged supergravity and demonstrates that their supersymmetric, non-extremal limit provides a holographic dual to the topologically twisted index of 4d N=1\mathcal{N}=1 SCFTs on T2×ΣgT^2 \times \Sigma_{\mathfrak{g}}, with the supergravity on-shell action matching the field theory result in the large NN limit.

Nikolay Bobev, Vasil Dimitrov, Dario Martelli2026-08-13
⚛️ high-energy theory

On-Shell Amplitudes and Black-Hole Perturbations: Exact Reissner-Nordström Mixing

This paper demonstrates that flat-space on-shell amplitudes can exactly determine the channel-basis mixing projectors for electromagnetic and gravitational perturbations of a Reissner-Nordström black hole, while also revealing that these alignments are spoiled by finite-mass recoil effects and require spin-induced angular-mode mixing in rotating generalizations.

Kento Takahara, Teppei Kitahara2026-08-13