Statistical visualization and analysis of large data using a value-based spatial distribution
The size of large-scale scientific datasets created from simulations and computed on
modern supercomputers continues to grow at a fast pace. A daunting challenge is to analyze …
modern supercomputers continues to grow at a fast pace. A daunting challenge is to analyze …
Uncertainty Visualization of Critical Points of 2D Scalar Fields for Parametric and Nonparametric Probabilistic Models
TM Athawale, Z Wang, D Pugmire… - … on Visualization and …, 2024 - ieeexplore.ieee.org
This paper presents a novel end-to-end framework for closed-form computation and
visualization of critical point uncertainty in 2D uncertain scalar fields. Critical points are …
visualization of critical point uncertainty in 2D uncertain scalar fields. Critical points are …
Distribution-based particle data reduction for in-situ analysis and visualization of large-scale n-body cosmological simulations
Cosmological N-body simulation is an important tool for scientists to study the evolution of
the universe. With the increase of computing power, billions of particles of high space-time …
the universe. With the increase of computing power, billions of particles of high space-time …
FTLE for Flow Ensembles by Optimal Domain Displacement
J Zimmermann, M Motejat, C Rössl… - arXiv preprint arXiv …, 2024 - arxiv.org
FTLE (Finite Time Lyapunov Exponent) computation is one of the standard approaches to
Lagrangian flow analysis. The main features of interest in FTLE fields are ridges that …
Lagrangian flow analysis. The main features of interest in FTLE fields are ridges that …
[HTML][HTML] 结合K-Means 与移动最小二乘法的脑部纤维追踪方法
黄丹, 战荫伟 - Computer Science and Application, 2021 - hanspub.org
脑部神经纤维追踪整合单个体素内纤维的方向信息, 描绘全局的纤维走向分布,
因此单个体素的方向信息决定了纤维追踪结果的准确性和完整性, 而传统方法往往直接将体素主 …
因此单个体素的方向信息决定了纤维追踪结果的准确性和完整性, 而传统方法往往直接将体素主 …
[PDF][PDF] InkVis: A High-Particle-Count Approach for Visualization of Phase-Contrast Magnetic Resonance Imaging Data.
Abstract Phase-Contrast Magnetic Resonance Imaging (PC-MRI) measures volumetric and
time-varying blood flow data, unsurpassed in quality and completeness. Such blood-flow …
time-varying blood flow data, unsurpassed in quality and completeness. Such blood-flow …
In Situ Statistical Distribution-Based Data Summarization and Visual Analysis
As the era of exascale computing approaches, the need for effective, scalable, and flexible
data reduction techniques is becoming more and more prominent. As discussed in the …
data reduction techniques is becoming more and more prominent. As discussed in the …
[PDF][PDF] Current Development of Flow Visualization: Techniques and Methods
Flow visualization is commonly used in studying fluid dynamics since fluids such as air,
water and wind have invisible flow patterns due to its transparent property. In this era of big …
water and wind have invisible flow patterns due to its transparent property. In this era of big …
[图书][B] Distribution-based Summarization for Large Scale Simulation Data Visualization and Analysis
KC Wang - 2019 - search.proquest.com
The advent of high-performance supercomputers enables scientists to perform extreme-
scale simulations that generate millions of cells and thousands of time steps. Through …
scale simulations that generate millions of cells and thousands of time steps. Through …