Quantum gravity represents the frontier where the very large meets the very small, attempting to unify Einstein's theory of gravity with the strange rules of quantum mechanics. This field explores the fundamental fabric of spacetime, seeking to understand how the universe behaves at its most extreme scales, from the heart of black holes to the moment of the Big Bang. Because these concepts often involve complex mathematics, they can feel distant to non-specialists, yet they hold the key to a complete picture of physical reality.

At Gist.Science, we bridge this gap by processing every new preprint in this category directly from arXiv. Our team provides both plain-language explanations and detailed technical summaries for each paper, ensuring that groundbreaking research is accessible to everyone, from curious students to seasoned researchers. Below are the latest papers in quantum gravity, offering fresh insights into the nature of our cosmos.

Bounds on Λ\Lambda at the Galactic Center

This paper uses Bayesian analysis of astrometric and spectroscopic data from the S2, S1, and S14 stars orbiting Sgr A* to constrain the cosmological constant Λ\Lambda at the Galactic Center, establishing upper bounds of Λ6.9×1048m2\Lambda \lesssim 6.9\times10^{-48} \mathrm{m}^{-2} at 68% credibility and Λ1.0×1038m2\Lambda \lesssim 1.0\times10^{-38} \mathrm{m}^{-2} at 95% credibility.

Prajwal Hassan Puttasiddappa, Muzammil Mushtaq, Willian Ramirez, David F. Mota2026-06-12⚛️ gr-qc

Classification of Compact Stars via Machine Learning and Neural Network Models

This paper demonstrates that machine learning and deep learning models can accurately classify compact stars as neutron stars or quark stars based on observable macroscopic properties like mass, radius, and tidal deformability, offering a promising tool for probing dense matter composition while noting the need for further validation with hybrid and exotic matter scenarios.

D. Neraki, G. Koufetidis, I. Stergakis, Th. Diakonidis, Ch. C. Moustakidis2026-06-12⚛️ nucl-th

Logarithmic corrections to the entropy of near-extremal black holes in New Massive Gravity

This paper calculates the one-loop logarithmic corrections to the entropy of near-extremal black holes in New Massive Gravity by analyzing boundary graviton modes in the near-horizon AdS2×S1_2\times S^1 geometry, thereby extending recent General Relativity results to higher-curvature theories.

Lucas Acito, Mariano Chernicoff, Julio Oliva, Cielo Ramirez de Arellano Torres, Matías Sempe2026-06-12⚛️ hep-th

A Graphical Coaction for FRW Integrals from Partial/Relative Twisted (Co)homology

This paper introduces a graphical coaction framework for Friedmann-Robertson-Walker (FRW) integrals at all loop orders using intersection theory in twisted (co)homology to decompose cosmological observables into graph-based building blocks, thereby revealing the combinatorial structure of their governing differential equations and providing open-source tools for their computation.

Andrew J. McLeod, Andrzej Pokraka, Lecheng Ren2026-06-12🔢 math-ph

Charged particle dynamics in magnetosphere generated by current loop around Schwarzschild black hole

This paper theoretically investigates charged particle dynamics in the magnetic field generated by a toroidal current loop around a Schwarzschild black hole, demonstrating how attractive Lorentz forces lead to the formation of toroidal radiation belt-like structures while highlighting general relativistic effects and the necessity of finite-width current distributions to avoid physical divergences.

Martin Kološ, David Kofroň2026-06-11⚛️ gr-qc

Energy correlators in four-dimensional gravity

This paper investigates infrared-finite energy correlators in four-dimensional gravity by computing one- and two-loop corrections in N=8\mathcal{N}=8 supergravity and Einstein gravity, demonstrating infrared divergence cancellation, deriving universal soft-graviton dynamics in the back-to-back limit, and exploring dispersion relations and unique gravitational singularities.

Dmitry Chicherin, Gregory P. Korchemsky, Emery Sokatchev, Alexander Zhiboedov2026-06-11⚛️ gr-qc