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

Optimized Photoemission from Organic Molecules in 2D Layered Halide Perovskites

This study reports the design and characterization of two new 2D layered hybrid perovskites, (C15H16N)2CdCl4 and ((Br)C15H15N)2CdCl4, which exhibit record-high photoluminescence quantum yields originating from their organic trans-stilbene cations, demonstrating their potential for efficient radiation detection and scintillation applications.

Muhammad S. Muhammad, Dilruba A. Popy, Hamza Shoukat, John M. Lane, Neeraj Rai, Vojtech Vanecek, Zdeneek Remes, Romana K (…)2026-02-09
🔬 materials science

Damage accumulation induced metal-insulator transition through ion implantation of ScN thin films

This study demonstrates that ion implantation induces a metal-insulator transition in epitaxial ScN thin films through a two-stage damage accumulation process involving isolated acceptor defects at low doses and carrier-localizing point defects at high doses, with the transition threshold and localization strength critically dependent on the initial film quality and substrate.

Charlotte Poterie, Marc Marteau, Per Eklund, Thierry Cabioch, Jean-Francois Barbot, Arnaud le Febvrier2026-02-09
🔬 materials science

Impact of light-matter coupling strength on the efficiency of microcavity OLEDs: A unified quantum master equation approach

This paper develops a unified quantum master equation model to systematically analyze and compare the efficiency of microcavity OLEDs across weak and strong light-matter coupling regimes, aiming to identify the optimal strategy for overcoming performance limitations like efficiency roll-off.

Olli Siltanen, Kimmo Luoma, Konstantinos S. Daskalakis2026-02-06
🔬 materials science

Average density of Bloch electrons in a homogeneous magnetic field: A second-order response

This paper presents a gauge-invariant theoretical framework to compute the average density of Bloch electrons in a homogeneous magnetic field up to second order, revealing that while the linear response for insulators follows the Streda formula, metals exhibit an additional Fermi-surface contribution from orbital magnetic moments, and the second-order response is significantly influenced by the quantum metric tensor generating a pseudo-magnetic moment.

Benjamin M. Fregoso2026-02-06
🔬 materials science

From Literature to Lab: Closed-Loop Advancement of Perovskite Solar Cells via Domain Knowledge Guided LLM

This paper introduces PVK-LLM, a domain-knowledge-guided framework that integrates Large Language Models with hierarchical Bayesian Optimization to autonomously discover a novel, high-efficiency perovskite solar cell recipe achieving over 26.0% power conversion efficiency, thereby overcoming the limitations of general LLMs in navigating complex material design spaces.

Penglei Sun, Shuyan Chen, Xiang Liu, Longhan Zhang, Huajie You, Chang Yan, Yongqi Zhang, Xiaowen Chu, Tong-yi Zhang2026-02-06
🔬 materials science

Predictive Machine Learning Molecular Dynamics of SEI Formation in Concentrated LiTFSI and LiPF6 Electrolytes for Lithium Metal Batteries

This study employs a Deep Potential-based machine learning molecular dynamics framework to reveal that high-concentration LiTFSI electrolytes induce rapid, anion-derived SEI growth with superior stability compared to the slower, LiF-dominated interphases formed in lower-concentration or LiPF6-based systems, thereby providing quantum-accurate insights into electrolyte-dependent SEI nucleation mechanisms in lithium metal batteries.

Syed Mustafa Shah, Mohammed Lemaalem, Anh T. Ngo2026-02-06
🔬 mesoscale physics

Vertical Nb Josephson junctions fabricated by direct metal deposition on both surfaces of freestanding graphene layers

This paper presents a scalable fabrication method for vertical Nb/graphene/Nb Josephson junctions using a freestanding van der Waals membrane architecture that enables double-sided metal deposition without exposing oxidation-sensitive interfaces, resulting in high-quality devices with reproducible supercurrents and clear superconducting characteristics.

Yoonkang Kim, Seongbeom Kim, Jeonglyul Kim, Kikyung Jung, Sejin An, Jieun Lee, Hyobin Yoo, Joon Young Park, Gyu-Chul Yi2026-02-06