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
Critical nodes identification and cascading failure mitigation strategies in multi-layer coupled networks of interdependent critical infrastructures. [PDF]
Liu J, Yang F, Jiang M, Li H.
europepmc +1 more source
Current Status and Challenges in Data Collection for Aerospace Coatings Deposited by Plasma Spraying
An innovative approach has been integrated into the GRENAT project to optimize plasma spraying and coating performance. Raw materials are accelerated and melted in the plasma generated by torches, creating coatings. Monitoring sensors collect process data which are combined with ex situ characterization data.
Lila Randriamananjara +8 more
wiley +1 more source
Technological impacts of antibiotic residues in animal-derived fermented foods: Mechanisms, detection challenges, regulatory gaps, and mitigation strategies. [PDF]
Arsene MMJ +10 more
europepmc +1 more source
Reproduction of stacking fault energy calculations from literature with a semi‐automated large language model‐assisted extraction procedure: extraction of simulation protocol, atomistic structures, computational parameters, and reported results, ontology alignment, knowledge graph construction and, finally, recomputation forvalidation.
Sepideh Baghaee Ravari +5 more
wiley +1 more source
Systemic pathways linking subcutaneous therapies to gastrointestinal adverse effects: A Narrative review of mechanisms and mitigation strategies. [PDF]
Singh A, Yadav D, Singh MP.
europepmc +1 more source
Scandium (Sc)‐doped AlCoCrFeMo HEA coatings are fabricated via flame spraying with 0.1, 0.3, and 0.5 wt% Sc additions. Among these, the HEA‐Sc0.3 coating exhibits the highest corrosion resistance, indicated by a more positive corrosion potential and lower current density.
Pankaj Kumar +7 more
wiley +1 more source
Pitfalls and Mitigation Strategies for Dyad Leadership Practice and Implementation in Healthcare. [PDF]
Saxena A, Yao G.
europepmc +1 more source
Unsupervised anomaly detection with deep generative models: an experimental analysis of model variability and mitigation strategies. [PDF]
Solal M +3 more
europepmc +1 more source
One Health approach to radionuclides in milk and meat: Transfer mechanisms, processing effects, regulatory limits, and mitigation strategies. [PDF]
Shynar A +11 more
europepmc +1 more source

