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.

A chemical language model for reticular materials design

The paper introduces Nexerra-R1, a building-block chemical language model that enables the inverse design of reticular materials by generating targeted organic linkers and assembling them into synthesizable metal-organic frameworks, successfully demonstrating this approach by rediscovering known structures and proposing a novel framework, CU-525.

Dhruv Menon, Vivek Singh, Xu Chen, Mohammad Reza Alizadeh Kiapi, Ivan Zyuzin, Hamish W. Macleod, Nakul Rampal, William Shepard, Omar M. Yaghi, David Fairen-Jimenez2026-03-24🔬 cond-mat.mtrl-sci

Critical look at the atmospheric Cu fire-through dielectric metallization for cost-effective and high efficiency silicon solar cells

This study demonstrates that applying Laser-Enhanced Contact Optimization (LECO) to atmospheric copper fire-through metallization on phosphorus-doped p-PERC solar cells induces stable Cu3Si interfaces, significantly reducing series resistance and enabling a scalable, silver-free pathway for high-efficiency, cost-effective solar cells.

Donald Intal (University of North Carolina at Charlotte, Charlotte, NC, USA), Sandra Huneycutt (University of North Carolina at Charlotte, Charlotte, NC, USA), Abasifreke Ebong (University of North Ca (…)2026-03-24🔬 physics.app-ph

Neutralization of the impact of belt speed on printed

This study demonstrates that while belt speed during copper fire-through metallization initially affects the electrical performance of PERC solar cells, subsequent LECO treatment effectively neutralizes this impact, resulting in identical high-efficiency outcomes (20.8%) across different processing speeds.

Abasifreke Ebong (University of North Carolina at Charlotte, Charlotte, NC, USA), Donald Intal (University of North Carolina at Charlotte, Charlotte, NC, USA), Sandra Huneycutt (University of North Ca (…)2026-03-24🔬 physics.app-ph

Degradation Dynamics of Perovskite Solar Cells Under Fixed Reverse Current Injection

This study reveals that the degradation dynamics of perovskite solar cells under fixed reverse-current stress are dictated by the hole-transport layer, where thick PTAA layers lead to catastrophic breakdown while MeO-2PACz interfaces cause gradual, recoverable damage driven by ion- and charge-mediated electrochemical processes rather than shunt formation.

Fangyuan Jiang, Haruka Koizumi, Hannah Contreras, Rajiv Giridharagopal, Akash Dasgupta, Zixu Huang, Ryan A. DeCrescent, Kell Fremouw, Michael D. McGehee, Neal R. Armstrong, David S. Ginger2026-03-24🔬 physics.app-ph

Magnetic and electric properties of the metallic kagome antiferromagnet CrRhAs

This paper reports the synthesis and characterization of CrRhAs single crystals, revealing an antiferromagnetic transition at 150 K, a sign-changing Hall coefficient linked to Fermi surface topology, and a pronounced enhancement of the Hall effect below the transition temperature indicative of Fermi surface reconstruction or magnon scattering.

Franziska Breitner, Bin Shen, Anton Jesche, Alexander A. Tsirlin, Philipp Gegenwart2026-03-24🔬 cond-mat

Composition dependence of the critical Rayleigh number curve for macrosegregation in multicomponent metal alloys

This paper extends Flemings' model to derive composition-dependent expressions for the critical Rayleigh number governing channel segregation in multicomponent metal alloys, demonstrating that this threshold varies significantly with local solid fraction and thermophysical properties across different alloy systems.

Owain S. Houghton, Adrian S. Sabau, Gregory B. Olson2026-03-24🔬 cond-mat.mtrl-sci

Evaluating LLM-generated code for domain-specific languages: molecular dynamics with LAMMPS

This paper proposes a practical evaluation procedure, featuring normalization and syntax parsing, that enables domain experts to assess the validity of LLM-generated LAMMPS input scripts, thereby identifying common errors and establishing a path for integrating LLMs into scientific computing workflows without incurring costly computational tests.

Ethan Holbrook, Juan C. Verduzco, Alejandro Strachan2026-03-24🔬 cond-mat.mtrl-sci