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

Landau-like formalism for the thermal-runaway and filamentation instabilities in switching Mott devices

This paper establishes a theoretical Landau-like formalism that models thermal-runaway and filamentation instabilities in switching Mott devices as saddle-node bifurcations, a framework that is quantitatively validated by experimental observations of VO2 thin films and provides a predictive foundation for optimizing memristor technologies.

Aniket Bajaj, Anudeep Tullibilli, Arup Basak, Pavan Nukala, Bhavtosh Bansal2026-10-02
🔬 applied physics

Topo-Spectral Percolation Descriptors for Mechanistic Ion Transport Pathways from Static Crystal Structures

This paper introduces Topo-Spectral Percolation Descriptors (TSPD), a calibration-free method that rapidly predicts ion transport mechanisms and pathways from static crystal structures by analyzing physics-based migration networks, offering a computationally efficient alternative to costly molecular dynamics simulations for materials screening.

Diptendu Roy, Chiku Parida, Juan María García-Lastra, Arghya Bhowmik2026-10-02
🔬 materials science

Layer-by-layer growth of highly aligned MoS2_2 nanoribbon arrays

This paper presents a chemical vapor deposition strategy for the controlled, layer-by-layer growth of highly aligned, single-crystalline MoS2_2 nanoribbons on sapphire, enabling the fabrication of transistors with significantly enhanced carrier mobility and current density compared to monolayer counterparts.

Kaichi Yamamoto, Pablo Solís-Fernández, Haiming Sun, Yanlin Gao, Yeri Lee, Yushan Tseng, Aika Uchida, Masahiro Hara, Sun (…)2026-10-02
🔬 materials science

Transferable Graph Neural Network Surrogates for Molecular Dynamics Across Crystal Symmetries

This paper presents a transferable graph neural network surrogate framework that directly predicts atomic displacements to propagate molecular dynamics across distinct crystal symmetries (FCC aluminum, BCC iron, and HCP magnesium) without requiring symmetry-specific modifications or explicit force evaluation, achieving stable nanosecond-scale simulations with high accuracy.

Judah Immanuel, Avik Mahata, Aniruddha Maiti2026-10-02
🔬 materials science

Reducing TLS loss in tantalum CPW resonators using titanium sacrificial layers

The authors demonstrate that depositing an ultrathin titanium sacrificial layer atop tantalum films acts as a solid-state oxygen getter to chemically reduce the native oxide interface, thereby more than tripling the internal quality factors of tantalum coplanar waveguide resonators to over 1.5 million.

Zachary Degnan, Chun-Ching Chiu, Yi-Hsun Chen, David Sommers, Leonid Abdurakhimov, Lihuang Zhu, Arkady Fedorov, Peter Ja (…)2026-10-02
🔬 condensed matter

Tomographic identification of all molecular orbitals in a wide binding energy range

This study demonstrates that photoemission orbital tomography can experimentally identify all molecular orbitals of bisanthene on a Cu(110) surface across a 10 eV binding energy range, providing a rigorous benchmark that reveals the range-separated hybrid functional HSE performs best and suggests Kohn-Sham orbitals approximate Dyson orbitals more accurately than previously thought.

Anja Haags, Dominik Brandstetter, Xiaosheng Yang, Larissa Egger, Hans Kirschner, Alexander Gottwald, Mathias Richter, Ge (…)2026-10-01
🔬 condensed matter

Impact of etches on thin-film single-crystal niobium resonators

This study demonstrates that varying acid cleaning treatments on molecular beam epitaxy-grown single-crystal niobium thin films significantly degrade their electrical and superconducting properties by inducing hydrogen diffusion and surface hydrocarbon crystallite formation, leading to substantial reductions in resistivity ratios and resonator quality factors.

H. Wang, T. Banerjee, T. G. Farinha, A. T. Hanbicki, V. Fatemi, B. S. Palmer, C. J. K. Richardson2026-10-01
🔬 materials science

Prediction of Magnetic Topological Materials Combining Spin and Magnetic Space Groups

This paper proposes a new scheme combining spin space groups (SSGs) and magnetic space groups (MSGs) to predict electronic band topology in collinear magnets, enabling the identification of topological materials that are invisible to traditional MSG-based analysis and successfully identifying 26 such materials, including FePSe3_3, from a high-throughput screening of 488 compounds.

Liangliang Huang, Yuanze Song, Houhao Wang, Zhixian Yu, Xiangang Wan, Feng Tang2026-10-01
🔬 materials science

A Different Perspective on Superconductivity in Crystalline Graphene: Exploiting Energetics

This paper proposes a "two-parent" energetic framework explaining the widespread yet boundary-confined superconductivity in crystalline graphene as a result of first-order transitions between degenerate isospin-ordered normal states, where even a small pairing energy gain can stabilize a superconductor by selecting the normal state parent that maximizes the net free energy gain.

Ke Wang, Shicong Song, K. Levin2026-10-01