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

Symmetry-aware super-resolution of crystal orientation maps via invariant latent-space learning

The paper introduces SG-SRAN, a symmetry-aware super-resolution network that maps crystal orientations to an invariant latent space to preserve grain boundaries and achieve high-fidelity resolution with minimal parameters, outperforming larger models on diverse crystal benchmarks.

Umang Garg, Warren Zamudio, McLean P. Echlin, Samantha H. Daly, Tresa M. Pollock, B. S. Manjunath2026-09-11
🔬 materials science

A model of grain growth in UN integrating molecular dynamics, phase-field modeling, and uncertainty quantification

This study establishes the first quantitative grain growth framework for uranium mononitride (UN) by integrating molecular dynamics, phase-field modeling, and uncertainty quantification to determine that intrinsic grain boundary mobility is the dominant factor governing growth kinetics, while pore drag is negligible and grain boundary energy has minimal influence.

Mohamed AbdulHameed, Fadel M. Nasr, Wen Jiang, Mahmoud Yaseen, Benjamin Beeler2026-09-11
🔬 materials science

Interface-Controlled Phase Stability in Polymorphic HfO2_2 Revealed by Machine-Learning Atomistic Simulations

This study utilizes machine-learning atomistic simulations to demonstrate that crystallographic interface matching and orientation, rather than bulk free-energy relations alone, actively govern phase stability and lower transformation barriers in polymorphic HfO2_2, thereby offering a pathway to stabilize metastable phases and direct phase conversion.

Xudong Zhu, Junhong Li, Lixin He2026-09-11
🔬 materials science

Anisotropy of Ultrafast Strain in V2O3V_2O_3 Thin Films: Out-of-Equilibrium Phase Transitions under Interfacial Clamping

This study utilizes azimuth-resolved time-resolved X-ray diffraction to demonstrate that interfacial clamping in V2O3V_2O_3 thin films acts as a static selector for ultrafast phase switching by anisotropically constraining lattice distortions, thereby causing grain families with varying degrees of constraint to exhibit distinct, fluence-dependent structural responses during photoinduced insulator-to-metal transitions.

J. Guzman-Brambila, R. Mandal, D. Lea, E. Trzop, M. Servol, J. C. Ekström, F. Pawula, J. Tranchant, L. Cario, M. Lorenc (…)2026-09-11
🔬 materials science

Effect of Stress and Surface Roughness on Electrodeposition in All-Solid-State Batteries: A Computational Investigation

This study employs a two-dimensional electro-chemo-mechanical continuum model to demonstrate that mechanical stress variations around surface protrusions, rather than surface roughness alone, are the primary driver of nonuniform lithium deposition in all-solid-state batteries, providing critical insights for engineering interlayers to enhance battery reliability.

Kaniza Islam, Ayush Morchhale, Jung-Hyun Kim, Yanzhou Ji, Noriko Katsube2026-09-11
🔬 materials science

Breaking Water at Graphene Defects

This study demonstrates that solvation qualitatively alters water dissociation at graphene single vacancies by enabling two competing acidic and basic pathways absent in the gas phase, thereby revealing unexpectedly rich interfacial chemistry with significant implications for carbon functionalization and nanofluidic transport.

Samuel G. H. Brookes, IniOluwa C. Popoola, Fabian Berger, Kara D. Fong, Angelos Michaelides, Christoph Schran2026-09-11