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
Green finance and technological innovation interact to shape economic growth in China. [PDF]
He L, Malim NAK, Xuyang D, Zaijuan X.
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
This study applies machine learning regression to predict chromium layer thickness in decorative trivalent chromium electroplating, using 441 experiments from laboratory‐scale (1L) and pilot‐scale (14L) setups. Tree‐based models, particularly CatBoost, outperformed linear regression by capturing nonlinear parameter interactions (R2$R^2$ up to 0.77 ...
Christoph Baumer +4 more
wiley +1 more source
Renewable energy, information and communication technology, financial development, natural resources, institutional quality, and agricultural productivity in Asian countries. [PDF]
Do TTP, Hoang Hong HT, Thi DTM.
europepmc +1 more source
Sustainable HR practices and Generation Z: role of career growth in commitment and turnover intention. [PDF]
Konakay G +4 more
europepmc +1 more source
Leveraging Microbes for Sustainable Development Goal 14 Progress. [PDF]
Aurora R, Balmonte JP.
europepmc +1 more source
A Proactive Assessment Framework for Underutilized Species: Evaluating the Bigeye Cigarfish in the Indian Ocean Using a Bootstrap-Coupled Length-Based Bayesian Model. [PDF]
Zhao G +11 more
europepmc +1 more source
Next-Generation Probiotics in Poultry: From Conventional Strains to Engineered and Synbiotic Approaches. [PDF]
Al-Surrayai T, Shreaz S, Al-Khalaifah H.
europepmc +1 more source
Exploring the Growth of Sustainable Homes and Sustainability
Ananya Mishra, Pradeep Kautish
openaire +1 more source

