Self-organizing map of a set of self-organizing maps
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, 2007 openaire +2 more sources
Multimodal Data‐Driven Microstructure Characterization
Advanced Engineering Materials, EarlyView.A self‐consistent autonomous workflow for EBSP‐based microstructure segmentation by integrating PCA, GMM clustering, and cNMF with information‐theoretic parameter selection, requiring no user input. An optimal ROI size related to characteristic grain size is identified.
Qi Zhang +4 more
wiley +1 more source
Improving Data Aggregation in IoT Sensor Networks Using Self-Organizing Maps and Firefly Optimization Algorithm. [PDF]
Sensors (Basel)Alshehri HS, Bajaber F.
europepmc +1 more source
The PRIMA Thesaurus for Materials Science and Engineering
Advanced Engineering Materials, EarlyView.The PRIMA Thesaurus is a structured vocabulary designed to improve how materials science data is described and shared. Developed with input from multiple experts, it enables clear documentation of research workflows, data exchange, and reuse across platforms.
Rossella Aversa +8 more
wiley +1 more source
Hydrogen‐Assisted Fracture of Iron‐Based Fe–Ni–Al Alloys
Advanced Engineering Materials, EarlyView.Principal relations and fracture mechanisms of single‐phase and precipitate‐strengthened Fe–Ni–Al alloys subjected to prior electrochemical hydrogen charging are identified. The mechanisms of hydrogen effect on strength and microhardness are discussed, including hydrogen‐induced increase in microhardness and the role of hydrogen in fracture behavior ...
Nataliya Yadzhak +3 more
wiley +1 more source
Uncovering urban morphology and environmental interactions of small towns using self organizing maps in Qinba Mountains of Southern Shaanxi China. [PDF]
Sci RepZhao X, Wu Z.
europepmc +1 more source
quicksom: Self-Organizing Maps on GPUs for clustering of molecular dynamics trajectories. [PDF]
Bioinformatics, 2021 Mallet V, Nilges M, Bouvier G.
europepmc +1 more source
PASTA‐ELN: Simplifying Research Data Management for Experimental Materials Science
Advanced Engineering Materials, EarlyView.Research data management faces ongoing hurdles as many ELNs remain complex and restrictive. PASTA‐ELN offers an open‐source, cross‐platform solution that prioritizes simplicity, offline access, and user control. Its in tuitive folder structure, modular Python add‐ons, and open formats enable seamless documentation, FAIR data practices, and easy ...
S. Brinckmann, G. Winkens, R. Schwaiger
wiley +1 more source
Prediction of Secondary Structure Content of Proteins Using Raman Spectroscopy and Self-Organizing Maps. [PDF]
Appl SpectroscPinto Corujo M +5 more
europepmc +1 more source
Supervised Kohonen Self-Organizing Maps of Acute Asthma from Air Pollution Exposure. [PDF]
Int J Environ Res Public Health, 2021 Kebalepile MM, Dzikiti LN, Voyi K.
europepmc +1 more source