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

MBD-ML: Many-body dispersion from machine learning for molecules and materials

The paper introduces MBD-ML, a pretrained message passing neural network that directly predicts atomic C6C_6 coefficients and polarizabilities from structures to enable efficient, accurate, and seamless integration of many-body dispersion interactions into various electronic structure codes and force fields without intermediate electronic calculations.

Evgeny Moerman, Adil Kabylda, Almaz Khabibrakhmanov, Alexandre Tkatchenko2026-02-26
🔬 materials science

Synthesis of Three-Dimensionally Interconnected Hexagonal Boron Nitride Networked Cu-Ni Composite

This study reports the successful in situ synthesis of a three-dimensionally interconnected hexagonal boron nitride networked Cu-Ni composite via a two-step compaction and MOCVD process, which enhances the material's resistance to mechanical, thermal, and chemical attacks while enabling the extraction of foam-like hBN for biomedical and energy storage applications.

Zahid Hussain, Hye-Won Yang, Byang-Sang Choi2026-02-25
🔬 materials science

Towards the optimization of a perovskite-based room temperature ozone sensor: A multifaceted approach in pursuit of sensitivity, stability, and understanding of mechanism

This study optimizes room-temperature ozone sensors by demonstrating that Mn doping and specific halide compositions (Br-rich for p-type, Cl-based for n-type) significantly enhance sensitivity and stability, while clarifying the underlying gas interaction mechanisms through combined experimental and atomistic simulation approaches.

Aikaterini Argyrou, Rafaela Maria Giappa, Emmanouil Gagaoudakis, Vasilios Binas, Ioannis Remediakis, Konstantinos Brinta (…)2026-02-25
🔬 materials science

The Binding Energies of Atoms on Amorphous Silicate Dust: A Computational Study

This study utilizes the GFN1-xTB method to compute the binding energies of ten abundant interstellar atoms on an amorphous silicate dust model, revealing that while elements like Si, Al, and Ca bind strongly enough to withstand high temperatures, all studied atoms remain firmly attached to dust grains under typical interstellar conditions, thereby providing critical first-principles data for models of dust evolution and surface chemistry.

Kristoffer Hansson, W. M. C. Sameera, Clarke J. Esmerian, Duncan Bossion, Stefan Andersson, Susanne Aalto, Wouter Vlemmi (…)2026-02-25