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

The AI Theorist reveals excitonic structure in α\alpha-RuCl3_3

This paper introduces "AI Theorist," an autonomous AI system that successfully generates and refines a first-principles physical model to explain optical spectra in α\alpha-RuCl3_3, marking the first instance of an AI independently discovering excitonic structures in a quantum material to bridge experimental observations with microscopic theory.

Hongjian Zhou, Xianfan Nie, Sean Wu, Tarun Patel, Jinge Wu, Andrew Liu, Adam Wei Tsen, David A. Clifton2026-10-05
🔬 physics

Preparation sequence controls oxygen partitioning between boron and lithium on tungsten

Classical reactive molecular dynamics simulations reveal that the preparation sequence of boron and lithium on tungsten surfaces, rather than the boron inventory, dictates oxygen partitioning and the resulting surface chemistry, with lithium acting as the dominant oxygen captor only in co-deposited substrates to form a lithium-borate-glass-like network.

Predrag S Krstic, Meral Sharkass, Swarit Dwivedi, Dalia Sayed Ahmed, Yun Kyung Shin, Adri CT van Duin2026-10-05
🔬 materials science

Recrystallization as a tool to characterize and control the properties of cold sprayed materials: case study on 316L steel

This study demonstrates that controlled post-spray recrystallization in cold-sprayed 316L stainless steel serves as a powerful tool for characterizing deposition-induced deformation heterogeneity and tailoring microstructural and mechanical properties, driven by intense localized strain and high dislocation densities at particle boundaries.

Petr Haušild, Jaroslav Čech, Petr Králíček, Tomáš Heller, Jan Cizek2026-10-05
🔬 condensed matter

Quantum transmission in 1D disordered stealthy hyperuniform Kronig--Penney-like models

This paper presents the first perturbation theory for one-dimensional quantum transport in disordered stealthy hyperuniform Kronig-Penney-like models, demonstrating that the unique combination of stealthy and hyperuniform constraints leads to the exact cancellation of lower-order scattering terms and a significant suppression of the Lyapunov exponent.

Shaobing Yuan, Carlo Vanoni, Salvatore Torquato2026-10-05
🔬 materials science

Coercivity-Aware Machine Learning Discovery of Rare-Earth-Free Soft Magnetic Alloys with First-Principles Magnetic Benchmarks

This paper presents a coercivity-aware machine learning framework that integrates experimental data screening with first-principles magnetic benchmarks to identify and prioritize rare-earth-free Fe-Co-rich soft magnetic alloys, while highlighting the critical importance of composition-grouped validation and the distinct influence of microstructure on coercivity prediction.

Avik Mahata, David Priefer2026-10-05
🔬 mesoscale physics

Visualization of Tunable Electronic Structure of Monolayer TaIrTe4_4

Using micro-focused angle-resolved photoemission spectroscopy, this study visualizes the tunable electronic structure of monolayer TaIrTe4_4, revealing an electron-hole asymmetry in doping responses where hole doping induces a rigid band shift while electron doping causes band renormalization that shrinks the gap and alters band topology.

Sandy Adhitia Ekahana, Aalok Tiwari, Souvik Sasmal, Zefeng Cai, Ravi Kumar Bandapelli, I-Hsuan Kao, Jian Tang, Chenbo Mi (…)2026-10-05
🔬 materials science

Ab initio design of enhanced and sign-reversible spin Hall and spin Nernst conductivity in skutterudite materials

This study demonstrates that site-selective interstitial doping of Pt in RhAs3_3 skutterudites significantly enhances and reverses spin Hall and spin Nernst conductivities by leveraging strong spin-orbit coupling and avoided crossings to overcome momentum-space cancellation, offering a promising route for robust spin-current generation.

Saikat Debnath, Babu Baijnath Prasad, Shishir Kumar Pandey2026-10-05
🔬 materials science

Optimizing the magnetic hyperthermia efficiency from the structural dependence of dipolar interactions in magnetic nanoparticles assemblies

This study utilizes Time Quantified Monte Carlo simulations to demonstrate that optimizing magnetic hyperthermia efficiency in anisotropic nanoparticle assemblies requires a self-consistent determination of local structural factors, specifically particle locations and easy axis distributions, derived from the equilibrium state of a dipolar hard sphere ferrofluid.

Abdelhamid Morjane, François Vernay, Vincent Russier2026-10-05
🔬 materials science

Orientation refinement for nanobeam precession electron diffraction patterns using spot intensity profiles

This paper presents a novel method for refining crystallographic orientations in nanobeam precession electron diffraction by analyzing internal spot intensity profiles, achieving significantly higher angular precision (0.044°–0.066°) and correcting systematic errors compared to standard automated crystal orientation mapping.

Arthur Després, Muriel Vérion, Edgar F. Rauch2026-10-05