Broadening Hard‐Magnet Discovery Beyond Symmetry Constraints via Unified Effective Anisotropy
A unified effective‐anisotropy descriptor (Keff) extends hard‐magnet screening across all seven crystal systems, beyond the uniaxial restriction of conventional searches. Machine‐learning screening of 9320 known ferromagnets and diffusion‐model generation together yield 38 rare‐earth‐free or ‐lean candidates with DFT‐validated magnetic hardness (κ > 1),
Hojae Kim +5 more
wiley +1 more source
Effects of Musts from Esca-Proper-Affected 'Primitivo' Vines on Two Commercial <i>Saccharomyces cerevisiae</i> Strains. [PDF]
Bruno GL +7 more
europepmc +1 more source
ABSTRACT Methane's efficient catalytic removal is vital for sustainable development. Bimetallic catalysts, though promising for methane activation, pose a design challenge due to their complex compositional space. This work introduces an integrated framework that combines high‐throughput density functional theory (DFT) and interpretable machine ...
Mingzhang Pan +8 more
wiley +1 more source
This study aimed to establish quantitative relationships between the average uncut chip thickness and the colour change of beech wood (Fagus sylvatica L.) during face milling.
Zoya Karatkevich +4 more
doaj
Chromatic Contrast Alone Does Not Predict Predation Risk in the Longhorn Beetle <i>Rosalia alpina</i>. [PDF]
Russo D +6 more
europepmc +1 more source
Early Retinal UCHL1 Dysregulation Coupled With Synaptic Loss Reflects Alzheimer's Disease Severity
This study identifies synapse‐enriched deubiquitinase UCHL1 as an early Aβ‐responsive regulator of retinal synaptopathy in Alzheimer's disease. Retinal UCHL1 loss accompanies excitatory synapse degeneration, p75NTR activation, and neuroinflammation, and predicts Braak stage and cognitive decline. Aβ42 fibrils trigger synaptic and UCHL1 depletion before
Altan Rentsendorj +25 more
wiley +1 more source
Development of a Loop-Mediated Isothermal Amplification (LAMP) Assay for Rapid Molecular Identification of the Bark Beetle <i>Ips hauseri</i> (Coleoptera: Curculionidae). [PDF]
Jiao J +6 more
europepmc +1 more source
Interpretable machine learning reveals how composition and processing govern the formation and microstructural burden of Fe‐rich intermetallic compounds in recycled Al–Si–Fe–Mn alloys. By separating morphology selection from morphology‐conditioned burden partitioning, this framework shows that identical Fe contents can yield different intermetallic ...
Jaemin Wang +2 more
wiley +1 more source
Colour change of wood induced by wetting [PDF]
László Tolvaj, Edina Preklet
openaire +1 more source
Standardisation of natural dye powders <i>via</i> spray drying: initial physicochemical characterisation. [PDF]
Kusumastuti A +4 more
europepmc +1 more source

