AI‐Driven Properties Prediction in Si3N4 Ceramics: Image‐Based and Processing Parameter Strategies
ABSTRACT This review presents AI‐based approaches for predicting key properties of silicon nitride (Si3N4) ceramics from both microstructural images and process parameters. Convolutional neural networks (CNNs) successfully predicted bending strength, fracture toughness, and dielectric breakdown strength directly from microstructural images, with higher
Ryoichi Furushima +3 more
wiley +1 more source
Ce, Gd and Yb accumulation in microalgae: an L-edge XAS study. [PDF]
Plouviez M +8 more
europepmc +1 more source
Atmospheric dust is a global nutrient source for plants via foliar uptake
Summary Atmospheric mineral dust is a critical nutrient supplier to marine ecosystems, but its role in terrestrial plant nutrition remains underexplored due to the assumption that nutrients are acquired solely from soils via roots. Here, we demonstrate that plants directly acquire nutrients from dust through leaves, revealing an unrecognized ...
Anton Lokshin +5 more
wiley +1 more source
Harnessing Dynamic Supramolecular Interactions for Lanthanide Detection via Computational Pattern Recognition of Magnetic Resonance Fingerprints. [PDF]
Goren E +5 more
europepmc +1 more source
This review highlights the evolution of highly enantioselective oxazolidinone transformations enabled by C2‐symmetric ligands, with emphasis on chiral iron triad complexes as cost‐effective, environmentally benign alternatives to late‐transition‐metal catalysts.
Arthur David, Thierry Ollevier
wiley +1 more source
Expanding the Reactivity of Masked Divalent Lanthanide-Isocarbonyl Complexes. [PDF]
Temple SR +4 more
europepmc +1 more source
Urban Biomining of Rare Earth Elements: Current Status and Future Opportunities. [PDF]
Zhang S, Shen Y.
europepmc +1 more source
Covalency of M-N Bonds in Isomorphous Lanthanide and Actinide 5‑(2-Pyridyl)‑1<i>H</i>‑tetrazolate Complexes. [PDF]
Bai Z +6 more
europepmc +1 more source
Three new atomic/molecular layer deposition processes are developed for Co‐organic thin films using a promising all‐nitrogen‐coordinated cobalt precursor. The study examines film growth, reaction mechanisms, chemical stability, and decomposition pathways of the resulting films through extensive characterization techniques and DFT calculations ...
Topias Jussila +9 more
wiley +1 more source
Pharmacokinetics, Excretion, and Organ Distribution of the Novel Gadolinium-Based MRI Contrast Agent Gadoquatrane in Female Cynomolgus Monkeys. [PDF]
Guenther C +4 more
europepmc +1 more source

