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.

Nanoscale Electronic Phase Separation Driven by Fe-site Ordering in Fe\textsubscript{5-x}GeTe\textsubscript{2}

By combining high-resolution scanning tunneling microscopy with density functional theory, this study reveals that Fe-site ordering in the van der Waals ferromagnet Fe5x_{5-x}GeTe2_2 drives nanoscale electronic phase separation, where ordered Fe(1) domains exhibit metallic behavior while deficient regions display pseudogapped states due to symmetry-allowed Fe 3d-Te 5p orbital hybridization.

Shreyashi Sinha, Ayan Jana, Suchanda Mondal, Ravi Prakash Singh, Manoranjan Kumar, Sujit Manna2026-03-09🔬 cond-mat.mes-hall

A recipe for scalable attention-based MLIPs: unlocking long-range accuracy with all-to-all node attention

This paper introduces AllScAIP, a scalable, attention-based machine-learning interatomic potential that leverages all-to-all node attention to effectively capture long-range interactions and achieve state-of-the-art accuracy across diverse molecular and material systems without relying on explicit physics-based terms.

Eric Qu, Brandon M. Wood, Aditi S. Krishnapriyan, Zachary W. Ulissi2026-03-09🔬 cond-mat.mtrl-sci

Unraveling the Atomic-Scale Pathways Driving Pressure-Induced Phase Transitions in Silicon

This study employs advanced GAP interatomic potentials, molecular dynamics, and solid-state nudged elastic band calculations to elucidate the atomic-scale mechanisms and pressure-dependent nucleation barriers driving the phase transformations of silicon, particularly linking simulation results to experimental observations of hexagonal phase formation from BC8/R8 precursors.

Fabrizio Rovaris, Anna Marzegalli, Francesco Montalenti, Emilio Scalise2026-03-06🔬 cond-mat.mtrl-sci

Intrinsic higher-order topological states in 2D honeycomb Z_2 quantum spin Hall insulators

This study employs first-principles calculations and tight-binding modeling to demonstrate that freestanding 2D honeycomb Bi, HgTe, and Al2O3-supported HgTe simultaneously exhibit first-order and higher-order topological insulator states, characterized by gapless edge and symmetry-protected corner states, with HgTe/Al2O3(0001) emerging as a particularly promising candidate for experimental realization and device applications.

Sibin Lü, Jun Hu2026-03-06🔬 cond-mat.mtrl-sci

Probing Boron Vacancy Defects in hBN via Single Spin Relaxometry

This paper demonstrates a nanoscale sensing technique that utilizes a single nitrogen-vacancy center in diamond to detect and map boron vacancy defects in hexagonal boron nitride by measuring changes in spin relaxation time (T1T_1) caused by cross-relaxation, thereby enabling optical-free characterization of 2D spin systems beyond the diffraction limit.

Alex L. Melendez, Ruotian Gong, Guanghui He, Yan Wang, Yueh-Chun Wu, Thomas Poirier, Steven Randolph, Sujoy Ghosh, Liangbo Liang, Stephen Jesse, An-Ping Li, Joshua T. Damron, Benjamin J. Lawrie, James (…)2026-03-06🔬 cond-mat.mes-hall

Evidence of Ultrashort Orbital Transport in Heavy Metals Revealed by Terahertz Emission Spectroscopy

Using terahertz emission spectroscopy on wedge-shaped heavy metal|Ni heterostructures, this study provides the first direct experimental evidence that orbital mean free paths in heavy metals are ultrashort (sub-nanometer scale) and shorter than spin counterparts, confirming that bulk inverse orbital Hall effect governs orbital-to-charge conversion.

Tongyang Guan, Jiahao Liu, Wentao Qin, Yongwei Cui, Shunjia Wang, Yizheng Wu, Zhensheng Tao2026-03-06🔬 cond-mat.mes-hall

Optical vortex generation by magnons with spin-orbit-coupled light

This study demonstrates that the interplay between magnon-induced Brillouin light scattering and optical spin-orbit coupling enables the nonreciprocal transformation of a Gaussian beam into an optical vortex beam by simultaneously breaking temporal symmetry via magnetic ordering and spatial symmetry via light focusing, thereby revealing that magnons can control the total angular momentum of light.

Ryusuke Hisatomi, Alto Osada, Kotaro Taga, Haruka Komiyama, Takuya Takahashi, Shutaro Karube, Yoichi Shiota, Teruo Ono2026-03-06⚛️ quant-ph

Sliding multiferrocity in van der Waals layered CrI2_2

This study employs first-principles calculations and Monte Carlo simulations to reveal that orthorhombic CrI2_2 exhibits a proper-screw helimagnetic ground state with out-of-plane ferroelectricity driven by interlayer sliding, where a strong magnetoelectric coupling allows for the electrical control of spin chirality in both bulk and monolayer forms via exchange-striction and spin-current mechanisms.

Hui-Shi Yu, Xiao-Sheng Ni, Kun Cao2026-03-06🔬 cond-mat.mtrl-sci

Janus skyrmion: Interfacial quasiparticle with two-faced helicity

This paper proposes the existence of a novel interfacial topological quasiparticle called the "Janus skyrmion," which features coexisting asymmetric helicity structures at magnetic interfaces and exhibits unique one-dimensional dynamics driven by spin currents and thermal fluctuations without the skyrmion Hall effect.

Xichao Zhang, Rui Zhang, Qiming Shao, Yan Zhou, Charles Reichhardt, Cynthia J. O. Reichhardt, Masahito Mochizuki2026-03-06🔬 cond-mat.mes-hall