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Title: Simulation Exploration through Immersive Parallel Planes: Preprint

Abstract

We present a visualization-driven simulation system that tightly couples systems dynamics simulations with an immersive virtual environment to allow analysts to rapidly develop and test hypotheses in a high-dimensional parameter space. To accomplish this, we generalize the two-dimensional parallel-coordinates statistical graphic as an immersive 'parallel-planes' visualization for multivariate time series emitted by simulations running in parallel with the visualization. In contrast to traditional parallel coordinate's mapping the multivariate dimensions onto coordinate axes represented by a series of parallel lines, we map pairs of the multivariate dimensions onto a series of parallel rectangles. As in the case of parallel coordinates, each individual observation in the dataset is mapped to a polyline whose vertices coincide with its coordinate values. Regions of the rectangles can be 'brushed' to highlight and select observations of interest: a 'slider' control allows the user to filter the observations by their time coordinate. In an immersive virtual environment, users interact with the parallel planes using a joystick that can select regions on the planes, manipulate selection, and filter time. The brushing and selection actions are used to both explore existing data as well as to launch additional simulations corresponding to the visually selected portions of the input parametermore » space. As soon as the new simulations complete, their resulting observations are displayed in the virtual environment. This tight feedback loop between simulation and immersive analytics accelerates users' realization of insights about the simulation and its output.« less

Authors:
; ; ;
Publication Date:
Research Org.:
National Renewable Energy Lab. (NREL), Golden, CO (United States)
Sponsoring Org.:
NREL Laboratory Directed Research and Development (LDRD)
OSTI Identifier:
1242026
Report Number(s):
NREL/CP-2C00-65998
DOE Contract Number:  
AC36-08GO28308
Resource Type:
Conference
Resource Relation:
Conference: Presented at the IEEE Workshop on Immersive Analytics (IA), 19-23 March 2016, Greenville, South Carolina
Country of Publication:
United States
Language:
English
Subject:
97 MATHEMATICS AND COMPUTING; computer graphics; three-dimensional graphics and realism; virtual reality; simulation

Citation Formats

Brunhart-Lupo, Nicholas, Bush, Brian W., Gruchalla, Kenny, and Smith, Steve. Simulation Exploration through Immersive Parallel Planes: Preprint. United States: N. p., 2016. Web. doi:10.1109/IMMERSIVE.2016.7932377.
Brunhart-Lupo, Nicholas, Bush, Brian W., Gruchalla, Kenny, & Smith, Steve. Simulation Exploration through Immersive Parallel Planes: Preprint. United States. doi:10.1109/IMMERSIVE.2016.7932377.
Brunhart-Lupo, Nicholas, Bush, Brian W., Gruchalla, Kenny, and Smith, Steve. Tue . "Simulation Exploration through Immersive Parallel Planes: Preprint". United States. doi:10.1109/IMMERSIVE.2016.7932377. https://www.osti.gov/servlets/purl/1242026.
@article{osti_1242026,
title = {Simulation Exploration through Immersive Parallel Planes: Preprint},
author = {Brunhart-Lupo, Nicholas and Bush, Brian W. and Gruchalla, Kenny and Smith, Steve},
abstractNote = {We present a visualization-driven simulation system that tightly couples systems dynamics simulations with an immersive virtual environment to allow analysts to rapidly develop and test hypotheses in a high-dimensional parameter space. To accomplish this, we generalize the two-dimensional parallel-coordinates statistical graphic as an immersive 'parallel-planes' visualization for multivariate time series emitted by simulations running in parallel with the visualization. In contrast to traditional parallel coordinate's mapping the multivariate dimensions onto coordinate axes represented by a series of parallel lines, we map pairs of the multivariate dimensions onto a series of parallel rectangles. As in the case of parallel coordinates, each individual observation in the dataset is mapped to a polyline whose vertices coincide with its coordinate values. Regions of the rectangles can be 'brushed' to highlight and select observations of interest: a 'slider' control allows the user to filter the observations by their time coordinate. In an immersive virtual environment, users interact with the parallel planes using a joystick that can select regions on the planes, manipulate selection, and filter time. The brushing and selection actions are used to both explore existing data as well as to launch additional simulations corresponding to the visually selected portions of the input parameter space. As soon as the new simulations complete, their resulting observations are displayed in the virtual environment. This tight feedback loop between simulation and immersive analytics accelerates users' realization of insights about the simulation and its output.},
doi = {10.1109/IMMERSIVE.2016.7932377},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2016},
month = {3}
}

Conference:
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