Visualization and visual analysis of ensemble data: A survey

J Wang, S Hazarika, C Li… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Over the last decade, ensemble visualization has witnessed a significant development due
to the wide availability of ensemble data, and the increasing visualization needs from a …

Visual parameter space analysis: A conceptual framework

M Sedlmair, C Heinzl, S Bruckner… - … on Visualization and …, 2014 - ieeexplore.ieee.org
Various case studies in different application domains have shown the great potential of
visual parameter space analysis to support validating and using simulation models. In order …

A survey of visualization for smart manufacturing

F Zhou, X Lin, C Liu, Y Zhao, P Xu, L Ren, T Xue… - Journal of …, 2019 - Springer
In smart manufacturing, people are facing an increasing amount of industrial data derived
from various digitalized and connected sources in all kinds of formats. Analyzing and …

InSituNet: Deep image synthesis for parameter space exploration of ensemble simulations

W He, J Wang, H Guo, KC Wang… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
We propose InSituNet, a deep learning based surrogate model to support parameter space
exploration for ensemble simulations that are visualized in situ. In situ visualization …

Weightlifter: Visual weight space exploration for multi-criteria decision making

S Pajer, M Streit, T Torsney-Weir… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
A common strategy in Multi-Criteria Decision Making (MCDM) is to rank alternative solutions
by weighted summary scores. Weights, however, are often abstract to the decision maker …

Gnn-surrogate: A hierarchical and adaptive graph neural network for parameter space exploration of unstructured-mesh ocean simulations

N Shi, J Xu, SW Wurster, H Guo… - … on Visualization and …, 2022 - ieeexplore.ieee.org
We propose GNN-Surrogate, a graph neural network-based surrogate model to explore the
parameter space of ocean climate simulations. Parameter space exploration is important for …

Dimpvis: Exploring time-varying information visualizations by direct manipulation

B Kondo, C Collins - IEEE transactions on visualization and …, 2014 - ieeexplore.ieee.org
We introduce a new direct manipulation technique, DimpVis, for interacting with visual items
in information visualizations to enable exploration of the time dimension. DimpVis is guided …

Visualization and visual analysis of multimedia data in manufacturing: A survey

Y Wang, Z Zhu, L Wang, G Sun, R Liang - Vis. Informatics, 2022 - openreview.net
With the development of production technology and social needs, sectors of manufacturing
are constantly improving. The use of sensors and computers has made it increasingly …

VDL-Surrogate: A view-dependent latent-based model for parameter space exploration of ensemble simulations

N Shi, J Xu, H Li, H Guo, J Woodring… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We propose VDL-Surrogate, a view-dependent neural-network-latent-based surrogate
model for parameter space exploration of ensemble simulations that allows high-resolution …