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

First-principles-based Prediction of Phase Fields: Part I. Binary and Ternary Refractory Alloys

This paper presents a computationally efficient, first-principles-based framework that combines DFT-calculated binary mixing enthalpies with sub-regular solution models to accurately predict phase fields and solvus boundaries in complex refractory multiple principal element alloys without requiring higher-order interaction fitting, thereby enabling scalable high-throughput design and interactive exploration of their phase diagrams.

Pravan Omprakash, Nicholas Crnkovich, John Cavin, Nathan Curtis, Adrien Couet, Rohan Mishra2026-09-09
🔬 condensed matter

Electronic correlations and fluctuating lattice distortions in vanadium dioxide

This paper introduces a stochastic semiclassical extension of dynamical mean-field theory that self-consistently couples correlated electrons with fluctuating lattice distortions to reveal that the metal-insulator transition in vanadium dioxide involves two distinct melting events: a dimerization driven by electron coupling and a structural restoration driven by lattice entropy.

Antonio Picano, Martin Eckstein, Francesco Grandi2026-09-09
🔬 materials science

Revealing the origin of ionic conduction in silver-iodide-doped silver phosphate glass

By employing time-domain terahertz spectroscopy on silver-iodide-doped silver phosphate glasses, this study reveals that ionic conduction emerges from a crossover to short-range dispersive transport only when high carrier density and bond-bending polarization are embedded within a sufficiently soft glassy matrix, rather than from bound polarization alone.

Jennifer Freedberg, Joseph Maduzia, Andias Santoso, Ranveer Singh, Placid Ferreira, Fahad Mahmood2026-09-09
🔬 materials science

Collective Excitonic Structure Governs Anomalously Weak Thermal Optical Dephasing in Conjugated Polymers

Using two-dimensional electronic spectroscopy, this study reveals that a diverse series of conjugated polymers exhibits anomalously weak thermal optical dephasing governed by collective excitonic structure, while demonstrating that the absolute homogeneous linewidth varies depending on whether coherence- or population-detected measurements are employed.

Henry J. Kantrow, Elizabeth Gutiérrez-Meza, Eric R. Bittner, Hao Li, Carlos Silva-Acuña2026-09-09
🔬 condensed matter

Spin--orbit-enhanced correlation sensitivity and anomalous magnetic response in non-dimerized 4d44d^4 ilmenite CdRuO3_3

This study reports the synthesis and characterization of non-dimerized CdRuO3_3, demonstrating that spin-orbit coupling significantly enhances electron correlation sensitivity to open a small insulating gap and produce an anomalous magnetic response inconsistent with simple metallic or spin-only models.

Yuya Haraguchi, Hayato Yatsuzuka, Hiroko Aruga Katori2026-09-09
🔬 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