Condensed Matter · Physics & Astronomy
Materials Science
The newest papers in Materials Science that ReadSearch has read, newest first. Each links to its own page, with its authors, date, where it was published and the original.
269 papers, from 31 August 2026 to 5 November 2026: 195 arXiv preprints and 74 OpenAlex records.
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Newest papers, page 6
Hierarchical Multi-Agent Reasoning Systems for Knowledge-Grounded Material Substitution
AI-assisted scientific discovery increasingly seeks to move beyond generating plausible ideas toward reproducible, constraint-aware workflows that can support practical engineering decisions.AtomWorld-Mirror: Macro-Step World Modeling of Critical Evolution Backbones for Materials Dynamics
Atomistic simulation is a fundamental tool for studying long-term materials evolution, from diffusion and defect dynamics to interfacial reactions and fracture.Tunable Ultrastrong Magnon-Magnon Coupling and Squeezed States in a Triaxial Van der Waals Antiferromagnet
Achieving and quantifying ultrastrong magnon-magnon coupling (USC) remains a key challenge for quantum magnonics.Theory of the CH$_\text{S}^-$ Defect in MoS$_2$ Confirming the Origin of the Quantum Emission
Establishing the microscopic origin of localized emission in two-dimensional materials through consistent agreement between experiment and theory remains challenging.Isotope Effects at Classical Cost through Mass-Differentiable Machine Learning
Isotope effects govern fractionation and modulate reactivity, with applications from hydrogen energy to environmental science and catalysis, yet predicting them requires resolving small…The quantum geometry of the chemical bond
Electronic properties of materials depend both on band energies and quantum geometry of electronic states.An extended deep energy method for thermo-mechanical crack propagation
Thermo-mechanical fracture couples transient heat conduction on a cracked domain with a crack that grows as the temperature and the displacement evolve.Origins of Universal Machine Learning Force-Field Errors in Multicomponent Materials
Universal machine learning force-field generalization to multicomponent environments generated by compositional design remains insufficiently assessed.PXtal: Learning to Align Powder X-Ray Diffraction and Crystal Structures under Information Asymmetry across Modalities
Scientific multimodal learning commonly assumes that paired views are comparably informative.A self-learning scientific agent for X-ray diffraction
A central challenge for scientific agents is to turn analytical experience into reusable expertise grounded in physical evidence.Which alloy composition,what process parameters? Inferring the recipe from optimized metallic microstructure and texture
The mechanical properties of a metallic alloy are set by its microstructure and texture: the size and shape of its grains and the orientation of their crystals.OxiGen: Oxidation-State-Aware Crystal Generation
Generative models have the potential to accelerate inorganic materials discovery by enabling inverse design, but generating experimentally realisable crystals remains challenging.AnchorPose for Geometry-Aware MOF Assembly through Meso-Grained Pose Generation
Predicting metal-organic framework (MOF) structures from given building blocks requires recovering their positions and orientations in a periodic crystal.PhaseMatcher: Autoregressive Phase-Set Identification with Spectral Decomposition
Recovering complete phase sets from powder X-ray diffraction (PXRD) is challenging when weak-phase peaks overlap stronger signals.Giant Conductance Enhancement in Graphene Nanoscrolls via Interlayer-Coupled States
Graphene nanoscrolls form a unique radial superlattice whose geometry enables transport behaviors distinct from their flat counterparts.Two superconducting pairing models with a Kitaev spin-liquid glue: microscopic kernel and parity alternation on odd-fold bond stars
We construct two superconducting pairing models on doped Kitaev honeycomb, whose microscopic kernels are derived rather than assumed.Probing Quantum Anomalous Hall Transport Under Microwave Irradiation Using a Topological Circulator
Edge magnetoplasmons (EMPs) provide a platform for probing chiral charge dynamics and nonreciprocal microwave transport in topological quantum materials.Agentic schema-guided extraction of materials process knowledge from scientific literature
Materials literature contains detailed experimental knowledge, but procedures, chemical entities and measurements remain difficult to aggregate because they are reported in heterogeneous forms and…2d-fet-bench: from spatial reasoning to fet design on flakes
Field-effect transistor (FET) layouts on exfoliated two-dimensional flakes are typically drawn by hand for each flake, placing contacts and gates to match its position and outline in optical…Analytic non-axisymmetric 3D MHD equilibria without stellarator symmetry
Analytical solutions to the three-dimensional ideal magnetohydrodynamic equilibrium equations $(\nabla \times \vec{B}) \times \vec{B} = \nabla p$ and $\nabla \cdot \vec{B} = 0$ provide benchmarks…