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
This work studies the anisotropic behavior of circular notched tensile specimens of Ni‐base superalloy single crystals during high‐temperature tensile creep along [001], [110], and [111]. Correlative scale‐bridging imaging of specimens reveals early rupture along [110] because 1) plastic deformation proceeds faster at notch center; 2) more (brittle ...
Leonardo Agudo Jácome +6 more
wiley +1 more source
Treatment of Gingival Recession and Root Coverage Outcomes Using Fascia Lata Allograft: A Case Report with Two Years of Follow-Up. [PDF]
Correia FLF +4 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
A Single-Step Root Coverage Procedure Using Modified Bridge Flap Technique and De-epithelialized Gingival Unit Graft: A Prospective Clinical Study. [PDF]
Katti N +5 more
europepmc +1 more source
Manufacturing problems such as heat treatment‐induced cracking hinder the widespread application of the laser powder bed fusion (LPBF) process to superalloys. In this study, cracks in the LPBF components of Inconel 738LC superalloy are characterized after heat treatment at various temperature ranges, revealing two distinct cracking behaviors.
Kosuke Kuwabara +4 more
wiley +1 more source
Comparative Study of Two Root Coverage Procedures for Localized Gingival Recessions on Lower Anterior Teeth Using Partially De-Epithelialized Connective Tissue Graft (PE-CTG) Aided by a High-Speed Handpiece: A Retrospective Cohort Study. [PDF]
Goo MY, Lee SK, Kim KM, Lee WP.
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
Passive Root Coverage Through Creeping Attachment of the Gingiva Before and After Scaling and Root Planning Therapy in the Mandibular Anterior Teeth: A Clinical Study. [PDF]
Ahuja A, Ahuja V, Kumari R, Thosar NR.
europepmc +1 more source
Gingival tissue evaluation using soft tissue-cone-beam computed tomography and root coverage esthetic score in the treatment of isolated gingival recession: A clinical study. [PDF]
Ravindran N +5 more
europepmc +1 more source

