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.

⚛️ phenomenology

Quark, lepton and right-handed neutrino production via inflation

This paper demonstrates that inflationary expansion, by driving scalar field fluctuations to the Hubble scale and thereby significantly increasing fermion masses via Yukawa couplings, acts as a highly efficient mechanism for producing Standard Model fermions, right-handed neutrinos, and fermionic dark matter, potentially serving as the primary source for the latter two.

Duarte Feiteira, Fotis Koutroulis, Oleg Lebedev, Stefan Pokorski2026-01-28
⚛️ general relativity

Template-Free Gravitational Wave Detection with CWT-LSTM Autoencoders: A Case Study of Run-Dependent Calibration Effects in LIGO Data

This paper presents a template-free, unsupervised deep learning framework combining Continuous Wavelet Transform and LSTM autoencoders for gravitational wave detection, which achieved 96.1% recall and 97.0% precision on LIGO O4 data after resolving critical cross-run calibration batch effects that previously hindered multi-epoch training.

Jericho Cain2026-01-28
⚛️ high-energy theory

Holographic Cosmology at Finite Time

By applying a T2T^2 deformation to a bottom-up dS/CFT model, this paper establishes a holographic framework on flat Cauchy slices where time emerges from RG flow, demonstrating precise analytic agreement between the deformed boundary theory's correlation functions and bulk wavefunction coefficients while revealing unique cosmological features such as imaginary counterterms and nonlinear shifts in correlators.

Goncalo Araujo-Regado, Ayngaran Thavanesan, Aron C. Wall2026-01-28
⚛️ general relativity

Dark energy and a new realization of the matter Lagrangian

This paper introduces a novel matter Lagrangian that models dark energy as a non-standard thermodynamic combination of baryonic matter, demonstrating its distinctness from existing matter-geometry coupling models, its separate conservation of energy-momentum tensors, and its observational viability against cosmic chronometers, Pantheon+, and fσ8f\sigma_8 datasets compared to the standard Λ\LambdaCDM model.

Shahab Shahidi, Sedigheh Farahzad2026-01-28
⚛️ high-energy theory

Feshbach-Villars Hamiltonian Approach to the Klein-Gordon Oscillator and Supercritical Step Scattering in Standard and Generalized Doubly Special Relativity

This paper establishes a first-order Feshbach-Villars Hamiltonian framework for spin-0 particles within generalized doubly special relativity to analyze how Planck-scale kinematic deformations modify the spectral properties of the Klein-Gordon oscillator and shift the supercritical pair-production thresholds in step and barrier scattering scenarios.

A. Boumali, N. Jafari, Y. Chargui2026-01-28
⚛️ general relativity

Energetic Ceilings of Astrophysical Gravitational-Wave Backgrounds

This paper derives a population-agnostic energetic ceiling for astrophysical stochastic gravitational-wave backgrounds across the entire frequency spectrum, demonstrating that the current NANOGrav, EPTA, and PPTA signals are consistent with supermassive black hole binaries and establishing a total background limit of Ωgw107\Omega_{\rm gw} \sim 10^{-7}.

Chiara M. F. Mingarelli2026-01-28