Building machine‐readable vocabularies for materials science is slow, expert‐driven work. This study benchmarks 13 large language models on two of its first steps: finding candidate terms in engineering articles and deciding where they belong in a class hierarchy.
Thomas Bjarsch +3 more
wiley +1 more source
Evolutionary and functional constraints structure human gene research visibility. [PDF]
Eswaran E +4 more
europepmc +1 more source
A two‐dimensional multiscale finite element analysis framework was established for the first‐generation MoSiBTiC alloy, and the mechanical and fracture‐related parameters of the constituent phases were calibrated through experiments and simulations. The framework provides a basis for analyzing crack propagation behavior in its complex microstructure ...
Junfeng Du +4 more
wiley +1 more source
Genomic characterization of antimicrobial resistance and virulence determinants in <i>Salmonella</i> Infantis isolated from human, food, and animal sources. [PDF]
Han J, Tang E, Zhao S, Foley SL.
europepmc +1 more source
The PRIMA Thesaurus for Materials Science and Engineering
The PRIMA Thesaurus is a structured vocabulary designed to improve how materials science data is described and shared. Developed with input from multiple experts, it enables clear documentation of research workflows, data exchange, and reuse across platforms.
Rossella Aversa +8 more
wiley +1 more source
Data-Driven Identification of Constraints and Enabling Pathways for Energy-Positive Wastewater Treatment. [PDF]
Zhang Z, Yan Y, Li X, Mayo E, Ren ZJ.
europepmc +1 more source
A Lightweight Procedural Layer for Hybrid Experimental–Computational Workflows in Materials Science
We unveil a prototype hybrid‐workflow framework that fuses automatedcomputation with hands‐on experiments. Built atop pyiron, a lightweight, parameterized layer translates procedure descriptions into executable manual steps, syncing instrument settings, human interventions, and data capture in real‐time today.
Steffen Brinckmann +8 more
wiley +1 more source
A standardized, genome-guided MLST scheme for <i>Avibacterium paragallinarum</i>: enhanced epidemiological typing and validation against existing methods. [PDF]
Ghanem M +6 more
europepmc +1 more source
Do not let thermal drift and instrument artifacts deceive high‐temperature nanoindentation results. We compare classical Oliver–Pharr and automatic image recognition analyses across steels and a Ni alloy to quantify these effects. Accounting for artifacts reveals systematic softening with temperature, while Cr and Ni additions boost resistance ...
Velislava Yonkova +2 more
wiley +1 more source
Rapid LAMP-Based Detection of Mixed Begomovirus Infections in Field-Grown Tomato Plants. [PDF]
Ruiz-Otaño Y +4 more
europepmc +1 more source

