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
Randomized Controlled Trial of Large Language Model-Assisted Diagnostic Accuracy in Nephrology. [PDF]
Bentegeac R +7 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
Diagnostic accuracy of miRNA in detection of upper aerodigestive tract malignancies: a protocol for systematic review. [PDF]
Tandon A +5 more
europepmc +1 more source
A combined experimental–computational framework identifies energy‐dependent laser absorptivity for NiTi in laser powder‐bed fusion, applicable to conduction and transition modes. Single‐track experiments and thermofluid smoothed particle hydrodynamics simulations are coupled through inverse analysis of melt pool geometry.
Mohamadreza Afrasiabi +3 more
wiley +1 more source
Diagnostic accuracy of the index finger vein inspection ('Zhiwen') for assessing paediatric pneumonia severity. [PDF]
Le Hoang MQ +6 more
europepmc +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
Comparison of the diagnostic accuracy of dentists and ChatGPT in jawbone lesions. [PDF]
Satan NS +5 more
europepmc +1 more source
Digitalizing electroplating requires both domain knowledge and interoperability. This work introduces PlatOn, a domain ontology for trivalent chromium plating and coating characterization, and a hybrid pipeline that aligns it to a mid‐level reference ontology by combining eight similarity metrics with language model reasoning. Expert‐validated mappings
Janik Harter +10 more
wiley +1 more source
Diagnostic Accuracy of Hepatic Subcapsular Flow on Color Doppler Ultrasonography and Preoperative Liver Biopsy for the Diagnosis of Biliary Atresia in Neonatal Cholestasis: A Pilot Diagnostic Accuracy Study. [PDF]
Mahalik SK +6 more
europepmc +1 more source

