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
Rational design and biological validation of EZH2/PD-L1 bifunctional inhibitors for colorectal cancer immunotherapy. [PDF]
Guan B, Cheng B, Li H.
europepmc +1 more source
We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang +2 more
wiley +1 more source
Influence of X-Chromosome Inactivation in Pathogenesis of Turner Syndrome. [PDF]
Grigore AM +6 more
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
Genomic signatures of radiation stress adaptations in <i>Kocuria rhizophila</i>: insights from strain 301 of the Jáchymov radon springs. [PDF]
Timkina E +5 more
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
The complete mitogenome of <i>Calappa japonica</i> ortmann, 1892 (Decapoda: Calappidae) from the East China Sea. [PDF]
Zhao XX, Fang YF.
europepmc +1 more source
Phylogenomic framework and virulence gene boundaries of emerging Shiga toxin-producing <i>Escherichia coli</i> O118 informed by the comprehensive profiling of 359 O118 genomes. [PDF]
Rivera I +4 more
europepmc +1 more source
Multi-site DMS probing reveals higher-order structure of RNA-protein complexes in living cells. [PDF]
Saleem I +10 more
europepmc +1 more source

