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.

🔬 applied physics

A figure-of-merit-based framework to evaluate photovoltaic materials

This paper proposes a general, single-equation quantitative framework centered on a novel figure of merit to evaluate, track, and guide the optimization of photovoltaic materials by incorporating efficiency limitations overlooked by traditional Shockley-Queisser analysis, thereby enabling more accurate predictions of future performance for both experimental and computational absorbers.

Andrea Crovetto2026-07-17
🔬 materials science

Mic-hackathon 2024: Hackathon on Machine Learning for Electron and Scanning Probe Microscopy

The Mic-hackathon 2024 bridged the gap between machine learning and microscopy communities by fostering collaboration to address data inefficiencies, develop real-time ML analytics, and produce benchmark datasets and digital twins to standardize workflows for electron and scanning probe microscopy.

Utkarsh Pratiush, Austin Houston, Kamyar Barakati, Aditya Raghavan, Dasol Yoon, Harikrishnan KP, Zhaslan Baraissov, Desh (…)2026-07-17
🔬 mesoscale physics

Single-shot laser-pulse-induced magnetization reversal in CoFeB/MgO-based magnetic tunnel junctions

This study demonstrates single-shot laser-pulse-induced magnetization reversal in rare-earth-free CoFeB/MgO magnetic tunnel junctions by optimizing the Ru capping layer thickness, marking a significant step toward integrating ultrafast optical control with STT-MRAM technology.

Junta Igarashi, Sébastien Geiskopf, Takanobu Shinoda, Butsurin Jinnai, Yann Le Guen, Julius Hohlfeld, Shunsuke Fukami, H (…)2026-07-17
🔬 applied physics

Homogeneous All-Inorganic Perovskite Films via High-Pressure Recrystallization

This study demonstrates that high-pressure recrystallization at 300 bar effectively overcomes solubility limitations to produce smooth, pinhole-free, and highly crystalline all-inorganic CsPbBr3_3 films with enhanced optical properties and tunable thickness, offering a reproducible and scalable route for high-performance optoelectronic devices.

Asma Miled, Trong Tam Nguyen, Anh Vui Nguyen, José Penuelas, Aziz Benamrouche, Céline Chevalier, Thi Kim Anh Hoang, Gaël (…)2026-07-17
🔬 materials science

Giant Domain Walls and Intrinsic Heterogeneity in 214 Cuprate Superconductors

Using scanning three-dimensional X-ray diffraction, this study reveals that bulk La1.675_{1.675}Eu0.2_{0.2}Sr0.125_{0.125}CuO4_{4} cuprate superconductors possess a complex microstructure of broad tetragonal-like domain walls and fine orthorhombic-like stripes, fundamentally reshaping the understanding of structural and electronic heterogeneity in these materials.

Evie Ladbrook, Mark S. Senn, Jon Wright2026-07-17
🔬 materials science

Designing quantum technologies with a quantum computer

This paper presents a quantum-computer-aided framework that combines advanced encoding, aggregation, and hybrid algorithms to efficiently simulate interacting spin systems in solids, enabling the design and optimization of quantum technologies like nitrogen vacancy centers with reduced circuit complexity and extended-time dynamics on near-term hardware.

Juan Naranjo, Thi Ha Kyaw, Gaurav Saxena, Kevin Ferreira, Jack S. Baker2026-07-17
🔬 materials science

Physics-informed acquisition weighting for stoichiometry-constrained Bayesian optimization of oxide thin-film growth

This paper introduces a physics-informed Bayesian optimization method that incorporates crystal growth priors into the acquisition function via a weighting scheme, enabling rapid and efficient convergence to optimal stoichiometric conditions for LaAlO3 thin-film growth within just 15 experimental runs.

Yuki K. Wakabayashi, Takuma Otsuka, Yoshiharu Krockenberger, Yoshitaka Taniyasu2026-07-17
🔬 condensed matter

Spin fluctuation-mediated unconventional superconductivity in ThFeAsN from first-principles

Using first-principles calculations that fully account for electron-phonon coupling, Coulomb repulsion, and spin fluctuations, this study identifies ThFeAsN as a spin-fluctuation-mediated multiband superconductor with a calculated critical temperature of 22.4 K and a dxyd_{xy}-wave order parameter that aligns with experimental observations.

Guang-Yu Guo, Jau-Wen Liu, Mitsuaki Kawamura2026-07-17