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

Calculations of the Krypton Phase Diagram and Novel Plasticity

This paper presents a comprehensive calculation of the krypton phase diagram using the Tadah! two-body potential, revealing fcc, hcp, and bcc regions and suggesting that observed melt-curve anomalies may actually stem from bcc-fcc boundary detection by the speckle method, while also demonstrating that machine-learned potentials like MACE do not inherently outperform pair potentials if improperly trained.

Marcin Kirsz, Asuka Iwasaki, Graeme John Ackland2026-08-07
🔬 mesoscale physics

Unconventional Scaling of Electric Hall Effect in Magnetic Weyl Semimetals

This paper demonstrates that two-dimensional magnetic Weyl semimetals exhibit a unique, temperature-robust Electric Hall Effect with unconventional scaling laws—ranging from a universal topological EF1E_F^{-1} dependence at zero temperature to a logarithmically corrected divergence at finite temperatures—enabling the direct conversion of weak electric fields into measurable Hall signals.

Chaoxi Cui, Yilin Han, Run-Wu Zhang, Zhi-Ming Yu, Yugui Yao2026-08-07
🔬 materials science

Metal-Coordination Effects on the Stability and ORR/OER Activity of Layered Organometallic Single-Atom Catalysts: A Theoretical Study

This theoretical study demonstrates that while graphene-embedded metal-N4_4 catalysts offer competitive activity, metal-O4_4 frameworks (specifically M4_4(OHPTP)2_2 with M = Zn or Co) provide a superior balance of electrochemical stability and catalytic performance for oxygen reduction and evolution reactions across wide pH ranges.

Pedro H. Souza, Victor Hoyos-Sinchi, Walter Orellana2026-08-07
🔬 materials science

Nonequilibrium Photocarrier and Phonon Dynamics from First Principles: a Unified Treatment of Carrier-Carrier, Carrier-Phonon, and Phonon-Phonon Scattering

This paper presents a unified first-principles many-body framework that explicitly models carrier-carrier, carrier-phonon, and phonon-phonon scattering to accurately simulate ultrafast photocarrier and phonon dynamics, including frequency renormalizations and coherent atomic motion, in semiconductors like MoS2_2 and h-BN.

Stefano Mocatti, Giovanni Marini, Giulio Volpato, Pierluigi Cudazzo, Matteo Calandra2026-08-06
🔬 materials science

Green's function theory of magnetism in Bi2_2CuO4_4: anisotropic Heisenberg XYZ model

This paper generalizes the Green's function theory of Lymar' and Rudoi to model magnetic excitations in the collinear spin-half antiferromagnet Bi2_2CuO4_4 using an anisotropic Heisenberg XYZ Hamiltonian, successfully calculating spin-wave dispersions, critical fields, and a Néel temperature of approximately 52 K that aligns with recent experimental data.

R. O. Kuzian, E. E. Krasovskii2026-08-06
🔬 materials science

Unveiling the Role of Friction in Coarse-Grained Clay: A Hybrid Framework Integrating Long-Range Interactions and Granular Contact Mechanics

This study introduces a novel hybrid coarse-grained molecular dynamics framework that integrates long-range Buckingham potentials with Hertzian contact mechanics to demonstrate that explicitly modeling inter-particle friction and viscoelastic damping is critical for accurately simulating the structural evolution and mechanical strength of coarse-grained clay assemblies.

Wang-Qi Xu, Yijie Wang, Zhen-Yu Yin2026-08-06
🔬 materials science

Nano-scale visualization of magnetic vortices in metal nanoparticles

This paper presents a novel imaging technique combining time-reversal methodology with tilt-scan-averaged differential phase contrast scanning transmission electron microscopy to achieve direct, quantitative, and dynamic visualization of magnetic vortex structures, including their out-of-plane cores, within individual cobalt nanoparticles.

Satoko Toyama, Yoshiki O. Murakami, Ayako Nishikawa, Takehito Seki, Akihito Kumamoto, Yuichi Ikuhara, Naoya Shibata2026-08-06
🔬 materials science

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery

This paper proposes an active-learning-guided adaptive search-space refinement framework combined with multi-objective Bayesian optimization that significantly accelerates materials discovery by reducing the candidate space by half while preserving over 99% of the original hypervolume and improving early convergence.

Alexandros Ntagiantas, Panagiotis Tsilimidos, George Giannakopoulos, Christoforos Rekatsinas, Panagiotis Krokidas2026-08-06
🔬 materials science

Raman Signatures of Lithium Ion Dynamics in LLZO Garnet Electrolytes: Atomistic Insights from MD-Raman Calculations

This study utilizes a machine-learning molecular dynamics combined with first-principles polarizability calculations (MD-Raman) to reveal that the distinct Raman signatures of LLZO garnet electrolytes originate from the vibrational dynamics of the lithium sublattice, thereby establishing Raman spectroscopy as a microscopic probe for Li-ion transport rather than merely an empirical tool for phase identification.

Takeru Miyagawa, Willis O'Leary, Manuel Grumet, Hyunwon Chu, Jennifer L. M. Rupp, Waldemar Kaiser, David A. Egger2026-08-06