Details-first, show context, overview last: supporting exploration of viscous fingers in large-scale ensemble simulations

T Luciani, A Burks, C Sugiyama… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Visualization research often seeks designs that first establish an overview of the data, in
accordance to the information seeking mantra:“Overview first, zoom and filter, then details on …

In situ generated probability distribution functions for interactive post hoc visualization and analysis

YC Ye, T Neuroth, F Sauer, KL Ma… - 2016 IEEE 6th …, 2016 - ieeexplore.ieee.org
The growing power and capacity of supercomputers enable scientific simulations at extreme
scale, leading to not only more accurate modeling and greater predictive ability but also …

A user-centered design study in scientific visualization targeting domain experts

Y Ye, F Sauer, KL Ma, K Aditya… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The development of usable visualization solutions is essential for ensuring both their
adoption and effectiveness. User-centered design principles, which involve users …

Level Set Restricted Voronoi Tessellation for Large scale Spatial Statistical Analysis

T Neuroth, M Rieth, K Aditya, M Lee… - … on Visualization and …, 2022 - ieeexplore.ieee.org
Spatial statistical analysis of multivariate volumetric data can be challenging due to scale,
complexity, and occlusion. Advances in topological segmentation, feature extraction, and …

Binning based data reduction for vector field data of a particle-in-cell fusion simulation

J Kress, J Choi, S Klasky, M Churchill, H Childs… - … Computing: ISC High …, 2018 - Springer
With this work, we explore the feasibility of using in situ data binning techniques to achieve
significant data reductions for particle data, and study the associated errors for several post …

Scalable visualization of time-varying multi-parameter distributions using spatially organized histograms

T Neuroth, F Sauer, W Wang, S Ethier… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Visualizing distributions from data samples as well as spatial and temporal trends of multiple
variables is fundamental to analyzing the output of today's scientific simulations. However …

Interactive visual clutter management in scientific visualization

X Tong - 2016 - rave.ohiolink.edu
Scientists visualize their data and interact with them on computers in order to thoroughly
understand them. Nowadays, data become so large and complex that it is impossible to …

XVis: Visualization for the Extreme-Scale Scientific Computation Ecosystem

K Moreland, D Pugmire, D Rogers, H Childs, KL Ma… - 2019 - osti.gov
Scientific computing is no longer be purely about how fast computations can be performed.
Energy constraints, processor changes, and I/O limitations necessitate significant changes in …

A User-centered Design Study in Scientific Visualization Targeting Domain Experts

F Sauer, KL Ma, K Aditya, J Chen - arXiv preprint arXiv:1903.12349, 2019 - arxiv.org
The development and design of visualization solutions that are truly usable is essential for
ensuring both their adoption and effectiveness. User-centered design principles, which …