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- research-articleAugust 2024
High-frequency pressure fluctuations in vertical jet impingements: fast pressure-sensitive paint analysis
Journal of Visualization (JVIS), Volume 27, Issue 6Pages 1059–1075https://doi.org/10.1007/s12650-024-01021-wAbstractIn this paper, a fast-PSP measurement system using the intensity method is constructed to capture the fluctuating pressure field generated by the vertical supersonic (Ma = 1.2) jet impingement on a plate at different impingement distances. The ...
- research-articleJune 2024
Effect of secondary fluid injection on flow through supersonic nozzle
Journal of Visualization (JVIS), Volume 27, Issue 6Pages 1049–1058https://doi.org/10.1007/s12650-024-01013-wAbstractThe effect of secondary gas injection on the flow through an axisymmetric Mach 2 nozzle is studied experimentally. The experiments were conducted for a nozzle pressure ratio of 5. The secondary injection locations chosen for this study were Ls = ...
- research-articleJune 2024
Dynamic characteristics of shock wave propagation in an expanded duct influenced by downstream throttling
Journal of Visualization (JVIS), Volume 27, Issue 6Pages 1037–1047https://doi.org/10.1007/s12650-024-01015-8AbstractIn this article, the shock wave propagation in an expanded duct affected by downstream throttling at different positions is investigated. Fast-response transducers and schlieren visualization with a high-speed camera were employed to capture ...
- research-articleJune 2024
Can GPT embeddings enhance visual exploration of literature datasets? A case study on isostatic pressing research
Journal of Visualization (JVIS), Volume 27, Issue 6Pages 1213–1226https://doi.org/10.1007/s12650-024-01010-zAbstractVisual exploration of literature datasets, especially in specialized domains like isostatic pressing in materials research, aids scientific understanding and discovery but demands robust natural language processing techniques for semantic ...
- research-articleJune 2024
Visually exploring canonical correlation patterns of high-dimensional industrial control datasets based on multi-sensor fusion
Journal of Visualization (JVIS), Volume 27, Issue 5Pages 819–840https://doi.org/10.1007/s12650-024-01008-7AbstractFor a large complex industrial equipment with high-density sensors, exploring the potential influence of generated multiregion monitoring parameters on subsequent control links can be very meaningful to optimize the control process. However, the ...
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- research-articleJune 2024
UGINR: large-scale unstructured grid reduction via implicit neural representation
Journal of Visualization (JVIS), Volume 27, Issue 5Pages 983–996https://doi.org/10.1007/s12650-024-01003-yAbstractRecently, implicit neural representations (INRs) have demonstrated significant capabilities in handling 3D volume data, especially in the context of data compression. However, the majority of research has predominantly focused on structured grids, ...
- research-articleMay 2024
DeepFD: a deep learning approach to fast generate force-directed layout for large graphs
Journal of Visualization (JVIS), Volume 27, Issue 5Pages 925–940https://doi.org/10.1007/s12650-024-00991-1AbstractDeep learning techniques have been applied to the graph drawing of node-link diagrams to help figure out user preference of layout in recent research. However, when revisiting existing studies, only stress model and dimensional reduction methods ...
- research-articleMay 2024
GraphInterpreter: a visual analytics approach for dynamic networks evolution exploration via topic models
Journal of Visualization (JVIS), Volume 27, Issue 5Pages 909–924https://doi.org/10.1007/s12650-024-00993-zAbstractWe propose a novel visual analytics approach based on the Latent Dirichlet Allocation (LDA) model for exploring and interpreting the dynamic evolution of networks. In this approach, we define networks as documents and relationships within networks ...
- research-articleMay 2024
Visual analytics of ensemble data using coupled subspaces
Journal of Visualization (JVIS), Volume 27, Issue 5Pages 867–884https://doi.org/10.1007/s12650-024-00976-0AbstractIn this work, we introduce a novel visual analysis method to explore correlations between locations and realizations of ensemble data with large realization set. In our approach, the ensemble data are transformed into a matrix with two dimensions: ...
- research-articleMay 2024
Set-based visualization and enhancement of embedding results for heterogeneous multi-label networks
Journal of Visualization (JVIS), Volume 27, Issue 5Pages 841–866https://doi.org/10.1007/s12650-024-00996-wAbstractHeterogeneous networks are ubiquitous in the real-world, such as social networks and brain cell networks. Network embedding techniques have emerged as powerful tools for generating low-dimensional representations of nodes in information networks, ...
- research-articleDecember 2022
Egocentric visual analysis of dynamic citation network
Journal of Visualization (JVIS), Volume 25, Issue 6Pages 1343–1360https://doi.org/10.1007/s12650-022-00862-7AbstractEgocentric citation network visualization focuses on the citation relationship around a specific node, which can help gain insights into citation patterns clearly. Previous techniques can effectively analyze the whole citation network at a single ...
- research-articleDecember 2022
Visual analysis of blow molding machine multivariate time series data
Journal of Visualization (JVIS), Volume 25, Issue 6Pages 1329–1342https://doi.org/10.1007/s12650-022-00857-4AbstractThe recent development in the data analytics field provides a boost in production for modern industries. Small-sized factories intend to take full advantage of the data collected by sensors used in their machinery. The ultimate goal is to minimize ...
- research-articleDecember 2022
Visual Recommendation for Peer-To-Peer Accommodation with Online Reviews based on Sentiment Analysis and Topic Models
Journal of Visualization (JVIS), Volume 25, Issue 6Pages 1309–1327https://doi.org/10.1007/s12650-022-00847-6AbstractPeer-to-peer accommodation is developing rapidly in the era of sharing economy, and the visual recommendation of accommodation is also an urgent problem to be solved. Meanwhile, user-generated content is critical in P2P accommodations, because ...
- research-articleAugust 2022
Multidimensional data visualization applying a variety-oriented scatterplot selection technique
Journal of Visualization (JVIS), Volume 26, Issue 1Pages 199–210https://doi.org/10.1007/s12650-022-00871-6AbstractMultidimensional data visualization is one of the most active research topics in information visualization since various information in our daily life forms multidimensional datasets. Scatterplot selection is an effective approach to represent ...
- research-articleAugust 2022
TriPlan: an interactive visual analytics approach for better tourism route planning
Journal of Visualization (JVIS), Volume 26, Issue 1Pages 231–248https://doi.org/10.1007/s12650-022-00861-8AbstractContinuous research and development of novel tourism routes is necessary for tourism service providers to improve the tourist experience and industrial competitiveness. However, the route planning is cumbersome due to the time-consuming, extensive,...
- research-articleAugust 2022
Fuel injection rate shaping and its effect on spray parameters in a direct-injection gasoline system
Journal of Visualization (JVIS), Volume 25, Issue 4Pages 727–740https://doi.org/10.1007/s12650-021-00823-6AbstractThe presented test results contain an analysis of the variable control of fuel flow from high-pressure gasoline injectors. To control such a system, the cRIO 9063 system and NI-driven module were used. This system allows controlling a ...
- research-articleAugust 2022
The power of interactively linked hierarchy visualizations
Journal of Visualization (JVIS), Volume 25, Issue 4Pages 857–873https://doi.org/10.1007/s12650-021-00818-3AbstractThis paper describes an interactive web-based tool for visualizing hierarchical data including the recently developed concept of space-reclaiming icicle plots and several more traditional hierarchy visualizations. The tool provides ways to upload, ...
- research-articleAugust 2022
Visual analysis of author–keyword relations with eDBLP
Journal of Visualization (JVIS), Volume 25, Issue 4Pages 897–914https://doi.org/10.1007/s12650-021-00817-4AbstractIn this paper, we describe an approach for visualizing the textual information archived in the DBLP and the static and dynamic relations contained in it. Those relations are existing between authors and co-authors, between keywords, but also ...
- research-articleJuly 2022
Interactive visual facets to support fluid exploratory search
Journal of Visualization (JVIS), Volume 26, Issue 1Pages 211–230https://doi.org/10.1007/s12650-022-00865-4AbstractExploratory search starts with ill-defined goals and involves browsing, learning, and formulating new targets for search. To fluidly support such dynamic search behaviours, we focus on devising interactive visual facets (IVF), visualising ...