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
Fast penalized generalized estimating equations for large longitudinal functional datasets. [PDF]
Loewinger G, Levis AW, Cui E, Pereira F.
europepmc +1 more source
A robust and unified framework for estimating heritability in twin studies using generalized estimating equations. [PDF]
Arbet J, McGue M, Basu S.
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
Inverse-Intensity-Weighted Generalized Estimating Equations With Irregularly Measured Longitudinal Data and Informative Dropout. [PDF]
Stefan G, Pullenayegum E.
europepmc +1 more source
Modular Critical Element Recycling Platform Using a Nanoporous Additively Manufactured Gyroid
A modular recycling platform integrates 3D‐printed nanoporous gyroid structures to enable efficient critical element recovery. This system utilizes a hierarchical architecture, combining macroscopic channels with polymerization‐induced nanoscale porosity. By systematically tuning structural wall thickness and resin formulation, the platform achieves an
Xiangyu Gao +6 more
wiley +1 more source
LH supplementation in ovarian stimulation: propensity score and generalized estimating equations analysis over 2000 embryos. [PDF]
Dizdar M +8 more
europepmc +1 more source
A stochastic second-order generalized estimating equations approach for estimating association parameters. [PDF]
Chen T, Tchetgen EJT, Wang R.
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
Network generalized estimating equations for complexly correlated data with applications to cluster randomized trials. [PDF]
Chen T, Li F, Wang R.
europepmc +1 more source

