FinTextSim: a domain-specific sentence-transformer for extracting predictive latent topics from financial disclosures. [PDF]
Jehnen S +2 more
europepmc +1 more source
This study shows that superalloys used in aircraft engine disks become much more prone to deformation at high temperatures if they have been strained during manufacturing. This effect increases with the level of prior strain but eventually reaches a limit.
Fabio Machado Alves da Fonseca +9 more
wiley +1 more source
Development and validation of a generalisable machine learning algorithm for identifying interstitial lung disease cohorts: a retrospective cohort study. [PDF]
Farrand E +9 more
europepmc +1 more source
Low‐voltage FIB‐SEM tomography combined with a image preprocessing pipeline improves phase contrast and enables reliable machine‐learning segmentation of conductive networks in lithium‐ion battery electrodes. Structural descriptors are extracted from segmented images, done semimanually and automated, and compared.
Lisa Beran +6 more
wiley +1 more source
The perils of pay variability: Determinants of worker aversion to variable compensation in low- and middle-wage jobs. [PDF]
Cameron LD, Meuris J.
europepmc +1 more source
Feasibility of Nitrogen as a Carrier Gas for Inconel Cold Spray in Hydropower Application
N2, despite being nearly two orders of magnitude cheaper than He, is a feasible carrier gas for cold spray Inconel coatings in hydropower repair applications when higher gas temperature and pressure are used. Reducing powder size significantly improved cavitation resistance, while the addition of fine chromium carbide particles further enhanced erosion
Tianhao Wang +4 more
wiley +1 more source
Prevalence and Correlates of Mental Health Issues Among University Students in Punjab, Pakistan: Insights into Academic Performance and Psychological Well-Being. [PDF]
Chaudhry NA +4 more
europepmc +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
Cognitive and brain volume correlates of financial literacy assessment in Greek persons with amnestic Mild Cognitive Impairment: a preliminary study. [PDF]
Giannouli V.
europepmc +1 more source

