voxel2vec: A Natural Language Processing Approach to Learning Distributed Representations for Scientific Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on visualization and computer graphics"
DOI: 10.1109/tvcg.2022.3189094
Abstract: Relationships in scientific data, such as the numerical and spatial distribution relations of features in univariate data, the scalar-value combinations' relations in multivariate data, and the association of volumes in time-varying and ensemble data, are… read more here.
Keywords: distributed representations; scientific data; value combinations; scalar values ... See more keywords
Information Guided Exploration of Scalar Values and Isocontours in Ensemble Datasets
Sign Up to like & getrecommendations! Published in 2018 at "Entropy"
DOI: 10.3390/e20070540
Abstract: Uncertainty of scalar values in an ensemble dataset is often represented by the collection of their corresponding isocontours. Various techniques such as contour-boxplot, contour variability plot, glyphs and probabilistic marching-cubes have been proposed to analyze… read more here.
Keywords: uncertainty; ensemble isocontours; scalar values; information guided ... See more keywords