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

Characterization of Exciton-exciton entanglement and correlations

This paper investigates the transition from weakly to strongly entangled excitonic regimes in 1D systems, particularly under strong illumination where fermionic behaviors emerge, thereby establishing criteria for the validity of many-body perturbation theories and providing a comprehensive framework for analyzing multi-particle correlations in excitonic phases.

Fangzhou Zhao, Carlos Mejuto-Zaera, Angel Rubio, Vojtěch Vlček2026-03-16
🔬 materials science

Quantifying Perovskite Solar Cell Degradation via Machine Learning from Spatially Resolved Multimodal Luminescence Time Series

This paper introduces LumPerNet, a deep-learning framework that accurately quantifies the efficiency retention of perovskite solar cells by analyzing spatially resolved multimodal luminescence images, thereby enabling rapid, non-invasive degradation monitoring and accelerated stability testing.

Giulio Barletta, Simon Ternes, Saif Ali, Zohair Abbas, Chiara Ostendi, Marialucia D'Addio, Erica Magliano, Pietro Asinar (…)2026-03-16
🔬 mesoscale physics

Imaging the high-frequency charging dynamics of a single impurity in a semiconductor on the atomic scale

This study utilizes MHz-frequency STM noise spectroscopy to reveal that the ionization of individual sulfur donors in InAs is a dynamic, non-equilibrium process driven by local electric fields, characterized by nanosecond-scale charge-state switching and a distinct bias-dependent onset linked to bulk electron interactions.

Maialen Ortego Larrazabal, Jiasen Niu, Stephen R. McMillan, Paul M. Koenraad, Michael E. Flatté, Milan P. Allan, Ingmar (…)2026-03-16
🔬 materials science

Interlayer Charge-density-wave Vector Phase Induced Structural Chirality

This study reveals that interlayer charge-density-wave vector phases drive structural chirality in layered materials, successfully predicting chiral structures in AV3_3Sb5_5 and 1T-TiSe2_2 that match experimental data while identifying 1T-NbSe2_2 as a promising candidate and demonstrating that chiral CDW order can be manipulated via electron filling.

Sen Shao, Wei-Chi Chiu, Tao Hou, Naizhou Wang, Ilya Belopolski, Yilin Zhao, Jinyang Ni, Qi Zhang, Yongkai Li, Jinjin Liu (…)2026-03-13
🔬 materials science

Laser-induced helicity and texture-dependent switching of nanoscale stochastic domains in a ferromagnetic film

Using circularly polarized picosecond laser pulses on a Pt/Co/Pt ferromagnetic film, researchers demonstrate that nanoscale magnetic domains nucleate stochastically with growth rates dependent on both light helicity and the complexity of the surrounding magnetic texture, offering a new mechanism for ultrafast nanoscale magnetic control.

Dinar Khusyainov, Rein Liefferink, MengXing Na, Kammerbauer Fabian, Robert Frömter, Mathias Kläui, Dmitry Kozodaev, Niko (…)2026-03-13