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

Scalable machine learning framework for multiphase identification from powder X-ray diffraction

The paper introduces GALAXI, a scalable machine learning framework that decouples multiphase X-ray diffraction identification into independent binary classifiers and Rietveld refinement, achieving high accuracy and robustness against experimental artifacts while enabling the use of massive crystallographic databases without retraining.

Xinyang Tong, Ethan Jin, Jiahan Xu, Aditya Rao, Pengcen Jiang, Nathan J. Szymanski2026-09-09
🔬 mesoscale physics

Self-Trapping Enabled Highly Bright Momentum-Indirect Interlayer Excitons

This paper demonstrates that coupling 2D perovskites with monolayer transition metal dichalcogenides enables highly bright momentum-indirect interlayer exciton emission with quantum yields exceeding 60%, a phenomenon driven by self-trapping induced by strong exciton-phonon coupling in the soft perovskite lattice.

Dong Yang, Zisheng Gong, Hao Wen, Yue Hu, Kaichen Jiang, Baixu Xiang, Weibo Gao, Qihua Xiong, Dehui Li2026-09-09
🔬 physics

Formation of grain boundaries in ductile single crystals under plane-strain simple shear: a block-coordinate finite element method

This paper investigates the spontaneous formation of lamellar grain boundaries in ductile single crystals under plane-strain simple shear by employing a polyconvex continuum dislocation theory and a specialized block-coordinate finite element method to numerically resolve the microstructure arising from energy non-quasiconvexity and gradient regularization.

Khanh Chau Le, Thanh Danh Nguyen2026-09-09
🔬 materials science

Excitons probe intrinsic flat band Mottness in a van der Waals heterostructure

By combining gate-tunable optical spectroscopy with first-principles calculations, this study demonstrates that excitons in monolayer WSe2_2 serve as a sensitive probe for intrinsic flat-band Mott physics in adjacent Nb3_3Cl8_8, revealing correlation-reconstructed gaps, the formation of polaronic quasiparticles, and valley-selective coupling driven by spin-polarized states.

Xinyue Huang, Xintong Tan, Haowei Chen, Yingzhou Huang, Yushen Zhou, Yuchen Gao, Zhijie Ma, Chengxin Xiao, Kenji Watanab (…)2026-09-09
🔬 materials science

Coupled structural and electronic evolution under pressure in CuIr2Se4, CuRh2S4, and CuRh2Se4

This study combines high-pressure structural and transport measurements to reveal that CuIr2Se4, CuRh2S4, and CuRh2Se4 undergo closely related monoclinic structural transformations that drive insulating behavior, while also discovering ambient-pressure superconductivity in CuIr2Se4, thereby demonstrating how chemical substitution tunes the competition between superconductivity and pressure-induced insulating states.

M. Emi, M. Shiomi, K. Kojima, K. Sugimoto, T. Karasawa, H. Suzuki, M. Takahashi, K. Oka, H. Kadobayashi, S. Kawaguchi-Im (…)2026-09-09
⚛️ quantum physics

Electron beam driven collective self hybridized exciton polaritons

This study demonstrates that electron-beam excitation induces collective coherent coupling of multiple excitons to photonic modes in layered semiconductors, significantly enhancing strong coupling strength compared to optical excitation and revealing a tunable transition to incoherent regimes by controlling electron kinetic energy.

Parsa Darman, Maximilian Black, Prabhdeep Singh, Masoud Taleb, Victor DeManuel-Gonzalez, Sara Darbari, Fatemeh Chahshour (…)2026-09-09
🔬 materials science

Groove-shaped defects in as-grown (001)-oriented β\beta-Ga2_2O3_3 epilayers prepared by halide vapor phase epitaxy

This study reveals that groove-shaped defects in halide vapor phase epitaxy-grown (001)-oriented β\beta-Ga2_2O3_3 epilayers arise from local surface orientation and step supply variations promoting faceted growth, with associated planar defects forming as a consequence of growth-sector coalescence rather than as nucleation sites from substrate dislocations.

Yongzhao Yao, Daiki Katsube, Hirotaka Yamaguchi, Yukari Ishikawa2026-09-09
🔬 materials science

Atomistic origin and strain control of the finite-temperature dielectric response in BaTiO3

By employing electric-field-coupled molecular dynamics with a machine-learning force field, this study reveals that the finite-temperature dielectric response of BaTiO3 is governed by the field-induced angular redistribution of local Ti-O off-centering rather than its magnitude, establishing a unified real-space mechanism that explains how both temperature and biaxial strain modulate permittivity.

Ryotaro Sahashi, Po-Yen Chen, Teruyasu Mizoguchi2026-09-09
🔬 materials science

Metallic-Phase-Fe3_3GaTe2_2 Enabled Interface Engineering for Self-Powered and High-Gain WS2_2 Photodetectors

This study demonstrates a high-gain, self-powered WS2_2 photodetector utilizing a metallic Fe3_3GaTe2_2 contact to create a built-in field and trap-assisted photogating, achieving exceptional responsivity and detectivity across multiple wavelengths.

Wajid Ali, Ming Huang, Juan Li, Jianhua Huang, Liuli Yang, Sajid Ur Rehman, Chinmay K. Mohanty, Zahir Muhammad, Ziwei Li (…)2026-09-09