Condensed matter physics and materials science form a dynamic partnership, exploring how the collective behavior of atoms gives rise to the unique properties of solids and liquids. This field bridges the gap between fundamental quantum mechanics and the practical engineering of everything from flexible electronics to superconductors, turning abstract theories into tangible innovations that shape our daily lives.

At Gist.Science, we process every new preprint in this category directly from arXiv to make these complex discoveries accessible to everyone. Our team generates both plain-language overviews and detailed technical summaries for each paper, ensuring that researchers, students, and curious minds alike can grasp the latest breakthroughs without getting lost in dense jargon.

Below are the latest papers in condensed matter and materials science, organized by their most recent publication dates.

🔬 materials science

No Value Is Better Than a Wrong Value: Finding and Handling Erroneous Data in Literature-Mined Datasets for AI

This paper addresses the critical challenge of erroneous data in literature-mined AI datasets by proposing a taxonomy of extraction errors and a layered verification framework that combines physical laws, statistical consensus, and provenance checks to significantly improve model accuracy and prevent false discoveries in materials science and related fields.

Achyut Manoj, Advai Aiyer, Andrew Lee, Nayan Saini, Pragya Birla, Dibakar Datta2026-10-27
🔬 materials science

Photoinduced charging and spatially selective photochemistry on ferroelectric surfaces

This paper presents a unified semiconductor transport and charge-conservation framework that analyzes light-induced charging and spatially selective photochemistry on ferroelectric surfaces across five distinct environmental and electrical conditions, thereby explaining diverse photodeposition morphologies and establishing a theoretical basis for modulated photovoltage imaging.

Sergei V. Kalinin2026-10-27
🔬 materials science

Transition Metal-Anchored Newly Synthesized Aza-Triphenylene Monolayer for Efficient Hydrogen Evolution Reaction: Insights from DFT

First-principles calculations reveal that transition metal-functionalized aza-triphenylene monolayers, particularly those anchored with Co, Ru, and Y, serve as highly efficient and thermally stable electrocatalysts for the hydrogen evolution reaction by optimizing hydrogen adsorption free energy and facilitating a Volmer-Heyrovsky reaction pathway.

Soumendra Kumar Das, Jagannath Pradhan, Prasanjit Samal, Sridhar Sahu, Brahmananda Chakraborty2026-10-27
⚛️ nuclear theory

Trajectory Functionals in the Thermodynamics of Radiation-Induced Damage in Structural Materials

This paper presents a novel non-local kinetic framework combining semi-Markov renewal transport, the generalized Doob's h-transform, and the Feynman-Kac formalism to model the thermodynamics of radiation-induced damage in WWER fuel claddings, revealing how boundary stress singularities drive a distinct sigmoidal degradation trajectory and localized lifespan reduction.

V. V. Ryazanov2026-10-27
🔬 materials science

First-Principles-Informed Modeling of Thermal Transport and Laser-Induced Heating in Ultrahigh-Temperature Carbides

This study employs first-principles calculations and continuum heat-conduction models to systematically characterize the electronic structures, thermal transport mechanisms, and laser-induced heating responses of various ultrahigh-temperature carbides, revealing distinct differences between metallic transition-metal carbides and semiconducting SiC that are critical for predicting their thermal performance under laser irradiation.

Shivanand Yadav, Shailendra Kumar Verma, Vardhman Dwivedi, Raihan Ahammed, Rohitash Kumar, Manvendra Sharma, Pritam Chak (…)2026-10-27