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

Locally Scaled Self-Interaction Corrected Energy Functionals with Complex Optimal Orbitals

This paper presents a fully variational locally scaled self-interaction corrected energy functional that utilizes complex optimal orbitals and a kinetic energy density-based scaling factor to dynamically adjust the correction across different electron density regimes, thereby improving predictions for atomic, molecular, and solid-state systems.

Jukka John, Hlynur Guðmundsson, Iðunn Björg Arnaldsdóttir, Hannes Jónsson, Elvar Örn Jónsson2026-01-28
🔬 materials science

Comparative Analysis of Plasticity-based GND Density Estimation Methods in Crystal Plasticity Finite Element Models

This paper compares projection-based and slip-gradient methods for estimating geometrically necessary dislocation (GND) densities in crystal plasticity finite element models, revealing that while both align with analytical trends, the projection method significantly underestimates GNDs in polycrystals unless it is improved by restricting calculations to only active dislocation systems.

Michael Pilipchuk, Chaitali Patil, Veera Sundararaghavan2026-01-28
🔬 mesoscale physics

Atomic imaging of 2D transition metal dihalides

This paper introduces a polymer-free fabrication method to successfully isolate and image air-sensitive 2D transition metal di-iodides at the monolayer limit, revealing their unique structural characteristics, including low-energy stacking barriers and stable iodine vacancies, while demonstrating a versatile platform for creating clean suspended van der Waals heterostructures.

Wendong Wang, Gareth R. M Tainton, Nick Clark, James G. McHugh, Xue Li, Sam Sullivan-Allsop, David G. Hopkinson, Oldrich (…)2026-01-28
🔬 materials science

AI-Assisted Rapid Crystal Structure Generation Towards a Target Local Environment

The paper introduces LEGO-xtal, a symmetry-informed AI generative framework that rapidly produces diverse crystal structures matching a target local environment by combining AI-generated initial structures with machine learning-based optimization, successfully expanding a small set of carbon allotropes into over 1,700 viable candidates.

Osman Goni Ridwan, Sylvain Pitié, Monish Soundar Raj, Dong Dai, Gilles Frapper, Hongfei Xue, Qiang Zhu2026-01-27
🔬 materials science

Abinit 2025: New Capabilities for the Predictive Modeling of Solids and Nanomaterials

This paper presents the significant scientific and technical advancements in the Abinit software package over the past five years, highlighting new capabilities in ground-state and excited-state methodologies, GPU-accelerated high-performance computing, second-principles modeling, and automated workflows designed to support high-throughput predictive modeling of solids and nanomaterials.

Matthieu J. Verstraete, Joao Abreu, Guillaume E. Allemand, Bernard Amadon, Gabriel Antonius, Maryam Azizi, Lucas Baguet (…)2026-01-27
🔬 materials science

Electro-thermal Co-design of Vertical \b{eta}-Ga2O3 Schottky Diodes with High-permittivity BaTiO3 Field-plate for High-field and Thermal Management

This study demonstrates that integrating a thermally conductive AlN insulator with a high-permittivity BaTiO3 field-plate in vertical β\beta-Ga2_2O3_3 Schottky barrier diodes effectively mitigates thermal hotspots and enhances electric field management, thereby significantly improving heat dissipation and breakdown performance for high-power applications.

Ahsanul Mohaimeen Audri, Chung-Ping Ho, Emerson J. Hollar, Jingjing Shi, Esmat Farzana2026-01-27
🔬 applied physics

Strong lead-free bioinspired piezoceramics for durable energy transducers

This study presents a scalable, bioinspired brick-and-mortar microstructure design for lead-free Bi0.5Na0.5TiO3 piezoceramics that significantly enhances mechanical strength, fracture toughness, and fatigue resistance without compromising piezoelectric performance, thereby enabling durable energy transducers.

Ruxue Yang, Temesgen Tadeyos Zate, Peiren Wang, Soumyajit Mojumder, Elo Overgaard Mogensen, Oriol Gavalda-Diaz, Zihe Li (…)2026-01-27
🔬 materials science

InSpecLearn4SDL: Interpretable Spectral Features Predict Conductivity in Self-Driving Doped Conjugated Polymer Labs

This paper introduces InSpecLearn4SDL, an interpretable machine learning pipeline that utilizes a genetic algorithm and SHAP-guided feature selection to predict the electrical conductivity of doped conjugated polymers from rapid optical spectra, thereby reducing experimental effort in self-driving labs by approximately 33% while recovering key physical descriptors.

Ankush Kumar Mishra, Jacob P. Mauthe, Nicholas Luke, Aram Amassian, Baskar Ganapathysubramanian2026-01-27
🔬 materials science

Adsorption-induced surface magnetism

This study demonstrates that adsorbing enantiopure heterohelicene molecules onto a non-magnetic Cu(100) surface induces a localized spin-polarized state in the topmost copper layer through strong chemisorption-driven hybridization and Coulomb correlation, revealing a mechanism for generating magnetism at organic-inorganic interfaces without intrinsic magnetic components.

Miloš Baljozović, Shiladitya Karmakar, André L. Fernandes Cauduro, Mothuku Shyam Sundar, Marco Lozano, Manish Kumar, Die (…)2026-01-27