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
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
A Novel Translational Reprogramming of the Insertion Sequence IS1239 by 1-bp Deletion Resulted in Polymorphism of C-Terminal Amino Acid Sequences in the Pathogenic Bacterium <i>Streptococcus pyogenes</i>. [PDF]
Bao YJ, Liang Z, Chen ZS, Castellino FJ.
europepmc +1 more source
Evolution of Virulence, Fitness, and Carbapenem Resistance Transmission in ST23 Hypervirulent Klebsiella pneumoniae with the Capsular Polysaccharide Synthesis Gene wcaJ Inserted via Insertion Sequence Elements. [PDF]
Wang S +9 more
europepmc +1 more source
BLOSUM62 scoring matrix for protein sequence insertion by TIPars.
BLOSUM62 scoring matrix for protein sequence insertion by TIPars.
Yongtao Ye (17936162) +8 more
core +1 more source
A Practical Noise2Noise Denoising Pipeline for High‐Throughput Raman Spectroscopy
A lightweight and reproducible denoising pipeline for high‐throughput Raman spectroscopy is introduced, based on a 1D convolutional autoencoder trained with a Noise2Noise strategy. Using only repeated short‐exposure acquisitions, the method suppresses stochastic noise without reference spectra, enabling reliable spectral reconstruction while preserving
David Martin‐Calle +5 more
wiley +1 more source
Transposition of insertion sequence element from KPC plasmid enhances intracellular survival of Klebsiella pneumoniae. [PDF]
Xie Y +9 more
europepmc +1 more source
Interruption of Capsular Polysaccharide Biosynthesis Gene wbaZ by Insertion Sequence IS903B Mediates Resistance to a Lytic Phage against ST11 K64 Carbapenem-Resistant Klebsiella pneumoniae. [PDF]
Yin X, Fang Q, Zong Z.
europepmc +1 more source
Experiments and thermophysical simulations were conducted to investigate the electron beam powder bed fusion electron beam (PBF‐EB/M) process for the γ′‐strengthened nickel‐based superalloy Inconel 738LC. The results demonstrate the impact of process‐induced microstructural variations on high‐temperature mechanical behavior, providing a basis for ...
Jan Niklas Petenati +11 more
wiley +1 more source
Laboratory evolution of the bacterial genome structure through insertion sequence activation. [PDF]
Kanai Y +4 more
europepmc +1 more source

