Advanced Engineering Materials, EarlyView.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
Atypical Bilateral Cystic Foot Swellings with Osteomyelitis-Like Features: A Diagnostic Dilemma. [PDF]
J Orthop Case RepNirmal S +4 more
europepmc +1 more source
A Practical Noise2Noise Denoising Pipeline for High‐Throughput Raman Spectroscopy
Advanced Engineering Materials, EarlyView.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
Gravity-Driven Microfluidic Viscosity Measurement with a Small Capillary Radius and Strong Pinning Effect. [PDF]
Micromachines (Basel)Dong J, Liu B, Ai X, Zhang Q.
europepmc +1 more source
New AI‐Assisted Approach for Expanding the Solution Space: Application to Lattice Structure Design
Advanced Engineering Materials, EarlyView.This work introduces an innovative framework for designing structured materials by ex panding the design space through reparameterization of qualitative variables into continuous structural descriptors. Combined with machine‐learning‐based prediction and multi‐objective optimization, the approach enables the discovery of novel lattice architectures ...
G. H. Gahimbare +5 more
wiley +1 more source
Unmasking Probable Bickerstaff Brainstem Encephalitis in the Absence of Radiological and Cerebrospinal Fluid Clues. [PDF]
CureusPaul S, Srinivasan D, Pandurangan V.
europepmc +1 more source
Fluid power networks proceedings ; 19th- 21th March 2018 ; 11th International Fluid Power Conference [PDF]
, 2018 International Fluid Power Conference 2018 Aachen +1 more
core +2 more sources
Advanced Engineering Materials, EarlyView.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
Direct assessment of total cavopulmonary connection power loss with interventional cardiac magnetic resonance in Fontan circulation. [PDF]
J Cardiovasc Magn ResonDahshi H +4 more
europepmc +1 more source