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
Objective: The aim of digitizing a pathology museum is to modernize and enhance the learning experience for students, transcending traditional constraints and providing a dynamic, interactive platform tailored to the preferences of contemporary learners ...
Shruti Vimal, Meksha Mehta, Sunit Jadhav
doaj +1 more source
Postgraduate Students' Experience of Using a Learning Management System to Support Their Learning: A Qualitative Descriptive Study. [PDF]
Steindal SA +7 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
The effects of a newly established online learning management system: the perspectives of Thai medical students in a public medical school. [PDF]
Thepwongsa I +5 more
europepmc +1 more source
Situated Poetry Learning Using Multimedia Resource Sharing Approach
[[abstract]]Educators have emphasized the importance of situating students in an authentic learning environment. By using such approach, teachers can encourage students to learn Chinese poems by browsing content resources and relevant online multimedia ...
core
New AI‐Assisted Approach for Expanding the Solution Space: Application to Lattice Structure Design
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
Moderating effects of academic involvement in web-based learning management system success: A multigroup analysis. [PDF]
Mehrolia S +2 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
Suggestions for Improving the Assessment of a Learning Management System Used for Clinical Curriculum Development [Response to Letter]. [PDF]
Pinilla S +5 more
europepmc +1 more source

