Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization
Advanced Engineering Materials, EarlyView.Magnetocaloric cooling (MCE) is an environmentally friendly refrigeration method with great potential. Optimizing MCE materials involves the preparation and screening of large quantities of samples, which in turn generates a large amount of data. A digitalization approach is presented that uses ontologies, knowledge graphs, and digital workflows to ...
Simon Bekemeier +17 more
wiley +1 more source
ModellingDecision-making in complex environments, especially sustainable ones, requires flexible methodologies to handle multiple criteria and stakeholder perspectives.
Miguel Ângelo Lellis Moreira +4 more
doaj +1 more source
Video Event Recognition and Anomaly Detection by Combining Gaussian\n Process and Hierarchical Dirichlet Process Models [PDF]
, 2018 Michael Ying Yang +3 more
openalex +1 more source
Covid-19 hospital mortality using spatial hierarchical models: cohort design with 74,994 registers. [PDF]
Rev Saude Publica, 2023 Chiaravalloti Neto F +5 more
europepmc +1 more source
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
Optimal shrinkage estimation in heteroscedastic hierarchical linear models
, 2015 Shrinkage estimators have profound impacts in statistics and in scientific and engineering applications. In this article, we consider shrinkage estimation in the presence of linear predictors.
Kou, Samuel, Yang, Justin J.
core
Improved information pooling for hierarchical cognitive models through multiple and covaried regression [PDF]
, 2017 Royce Anders +2 more
openalex +1 more source
A Lightweight Procedural Layer for Hybrid Experimental–Computational Workflows in Materials Science
Advanced Engineering Materials, EarlyView.We unveil a prototype hybrid‐workflow framework that fuses automatedcomputation with hands‐on experiments. Built atop pyiron, a lightweight, parameterized layer translates procedure descriptions into executable manual steps, syncing instrument settings, human interventions, and data capture in real‐time today.
Steffen Brinckmann +8 more
wiley +1 more source
Bayesian hierarchical modelling approaches for combining information from multiple data sources to produce annual estimates of national immunization coverage [PDF]
, 2022 C. Edson Utazi +6 more
openalex +1 more source