Scale-Space Splatting: Reforming Spacetime for Cross-Scale Exploration of Integral Measures in Molecular Dynamics
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F20%3A00115124" target="_blank" >RIV/00216224:14330/20:00115124 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/TVCG.2019.2934258" target="_blank" >http://dx.doi.org/10.1109/TVCG.2019.2934258</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TVCG.2019.2934258" target="_blank" >10.1109/TVCG.2019.2934258</a>
Alternative languages
Result language
angličtina
Original language name
Scale-Space Splatting: Reforming Spacetime for Cross-Scale Exploration of Integral Measures in Molecular Dynamics
Original language description
Understanding large amounts of spatiotemporal data from particle-based simulations, such as molecular dynamics, often relies on the computation and analysis of aggregate measures. These, however, by virtue of aggregation, hide structural information about the space/time localization of the studied phenomena. This leads to degenerate cases where the measures fail to capture distinct behaviour. In order to drill into these aggregate values, we propose a multi-scale visual exploration technique. Our novel representation, based on partial domain aggregation, enables the construction of a continuous scale-space for discrete datasets and the simultaneous exploration of scales in both space and time. We link these two scale-spaces in a scale-space space-Time cube and model linked views as orthogonal slices through this cube, thus enabling the rapid identification of spatio-Temporal patterns at multiple scales. To demonstrate the effectiveness of our approach, we showcase an advanced exploration of a protein-ligand simulation.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10200 - Computer and information sciences
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
IEEE Transactions on Visualization and Computer Graphics
ISSN
1077-2626
e-ISSN
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Volume of the periodical
26
Issue of the periodical within the volume
1
Country of publishing house
CA - CANADA
Number of pages
11
Pages from-to
643-653
UT code for WoS article
000506166100060
EID of the result in the Scopus database
2-s2.0-85075639277