Visual Parameter Space Exploration in Time and Space

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Abstract

Computational models, such as simulations, are central to a wide range of fields in science and industry. Those models take input parameters and produce some output. To fully exploit their utility, relations between parameters and outputs must be understood. These include, for example, which parameter setting produces the best result (optimization) or which ranges of parameter settings produce a wide variety of results (sensitivity). Such tasks are often difficult to achieve for various reasons, for example, the size of the parameter space, and supported with visual analytics. In this paper, we survey visual parameter space exploration (VPSE) systems involving spatial and temporal data. We focus on interactive visualizations and user interfaces. Through thematic analysis of the surveyed papers, we identify common workflow steps and approaches to support them. We also identify topics for future work that will help enable VPSE on a greater variety of computational models.

Year of Publication
2023
Journal
Computer Graphics Forum
Volume
42
Start Page
aricle no. e14785
Issue
6
Date Published
04/2023
Type of Article
Journal Article
ISSN Number
0167-7055, 1467-8659
URL
https://onlinelibrary.wiley.com/doi/10.1111/cgf.14785
DOI
10.1111/cgf.14785
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