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
A Computational Approach for Structural Reliability Using Sequential RSM and Form
This paper presents a computational approach for structural reliability analysis using the response surface method (RSM) integrated with advanced first order reliability method (AFORM).
Shih, C. J.; Deng, J. Z.; Huang, H. H.; Chen, F. C.
core
Time after time, the best-worst scaling method is more reliable than ranking. [PDF]
Liang G, Glover M, Hawkins GE.
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
Development and psychometric validation of the hospital Security Personnel Narrative Competency Scale (HSPNCS). [PDF]
Fang B +7 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
High-Order Derivative Detection for FSK Ambient Backscatter Communications in Edge-Intelligent Sensing Systems. [PDF]
Wu J, Wei P, Xiao S, Wang J, Tang W.
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
Studying different variations of ranking method to explore health related quality of life dimensions prioritization. [PDF]
Zhou Y +4 more
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

