Scientific Resource Catalog
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Harmonic Quantization of Semantic Discontinuities in Large Language Model Embeddings Version 3.0 -- Pre-Submission Final Validation and Cross-Architectural Scaling Release (August 2026) This release finalizes the pre-submission framework for Nature Machine Intelligence, incorporating comprehensive…
We show that the Hodge-de Rham decomposition of the Berry curvature organises the transport of a Bloch band and its fluctuations within a single geometric structure. Splitting the curvature into $L^2$-orthogonal harmonic, exact, and co-exact sectors yields a dictionary for both moments of the curre…
Compositional Concept Generalization (CoCoGen), the ability to systematically recombine learned primitives in novel contexts, is a key challenge for multimodal learning. In this work, we provide a solution using a compositional model of meaning that separates nouns from relations and uses tensors a…
Karnini Yonivyapad is one of the twenty Yonivyapadas described in classical Ayurvedic gynaecology, produced by vitiated Vata and Kapha (or Kapha alone) obstructing Raja and giving rise to a fleshy, ear-shaped growth (Karnika) on the cervix. On the basis of symptomatology it is widely correlated wit…
A persistent challenge in computational physical modeling is the substantial disparity between the characteristic length scales of microstructures and macroscopic structural components. Multiscale modeling has been widely adopted to bridge this gap by coupling methodologies tailored to different sc…
International audience
Entropy plays a central role in thermodynamics, statistical mechanics, information theory, and biology. However, its interpretation becomes increasingly ambiguous when information-theoretic concepts are applied to materials, including biological systems. For example, in biology, it is common practi…
Composite media with complex microstructures exhibit highly tailorable mechanical properties but remain challenging to model efficiently and accurately. Conventional homogenization often oversimplifies microstructural effects, whereas multiscale approaches typically require costly coupling across s…
We study the emergence of altermagnetic topological phases stabilized by Ising spin-orbit coupling in a prototypical Lieb lattice model of a correlated altermagnet. Treating the electron interactions within the Hartree-Fock and the exact diagonalization techniques, we establish the co-existence of…
Effects of varying lanthanum (La) content on the melting characteristics, spreadability, mechanical properties of brazed joints, and microstructure of low-silver BAg5CuZn brazing filler metal were investigated. The results indicate that the addition of La has little effect on the solidus and liquid…
Accurate identification of functional groups from infrared (IR) spectra is a fundamental task in molecular characterization. Recent data-driven approaches have demonstrated strong performance in functional group recognition; however, most methods formulate the problem as a classification task and d…
In the coal fired thermal power plants, super-heater tubes are subjected to corrosive environment containing aggressive chloride and sulphate salts, which results in early hot corrosion and shortened life. The study explores the hot corrosion characteristics of the dissimilar high-chromium ferritic…
Tyre wear is a major contributor to microplastic pollution. Heavy-duty vehicles, due to their higher weight and longer distances driven compared to passenger cars and vans, have the highest share of tyre wear from road transport. Heavy-duty vehicles cover a wide range of applications—from urban sto…
Skeletal editing of polymer backbones can enable precision polymer synthesis, unlock new modes of polymer deconstruction, and toggle material properties between isomeric backbones. Herein, we describe transition metal catalysis of a [3,3]-sigmatropic oxo rearrangement that can transform polyurethan…
Cu/ZnO/Al 2 O 3 catalysts are commonly used for methanol synthesis, yet the chemical state of the Cu|ZnO interface remains debated. We probe Cu|ZnO interfacial chemistry by measuring junction electrical characteristics under N 2 , CO 2 and gas mixtures from 50 to 250 °C and up to 10 bar(a). The pri…
Mechanical bonds, which connect components through topological interlocking, are recognized alongside chemical bonds and non-covalent interactions as a fundamental mode of molecular connectivity1-3. Yet, unlike covalent and supramolecular polymerization, autonomous chain propagation through topolog…
Background: Emtricitabine (FTC) is a nucleoside reverse transcriptase inhibitor widely used in combination antiretroviral therapy for HIV infection. Its pharmacokinetic characteristics and need for regular dosing may affect patient adherence. Solid lipid nanoparticles (SLNs) have been considered be…
Alkali-activated mortars (AAMs) have emerged as sustainable alternatives to conventional hydraulic cement (HC) matrices produced with natural sand. In this context, interest in the valorization of industrial by-products to develop eco-efficient construction materials has gained crucial academic and…
Electrochemical water splitting suffers from sluggish kinetics of the oxygen evolution reaction (OER), leading to poor efficiency of the system. Researchers have examined the anodic oxidation of various small organic and inorganic molecules, which can be coupled with the cathodic hydrogen evolution…
The growing demand for sustainable materials has renewed interest in replacing conventional petroleum-based wood adhesives with natural, environmentally friendly alternatives. This study evaluated the bonding performance of a conventional polyvinyl acetate (PVAc) adhesive and three natural adhesive…