Combining in-situ and in-transit processing to enable extreme-scale scientific analysis

JC Bennett, H Abbasi, PT Bremer… - SC'12: Proceedings …, 2012 - ieeexplore.ieee.org
With the onset of extreme-scale computing, I/O constraints make it increasingly difficult for
scientists to save a sufficient amount of raw simulation data to persistent storage. One …

A survey of topology‐based methods in visualization

C Heine, H Leitte, M Hlawitschka… - Computer Graphics …, 2016 - Wiley Online Library
This paper presents the state of the art in the area of topology‐based visualization. It
describes the process and results of an extensive annotation for generating a definition and …

Interactive exploration and analysis of large-scale simulations using topology-based data segmentation

PT Bremer, G Weber, J Tierny… - … on Visualization and …, 2010 - ieeexplore.ieee.org
Large-scale simulations are increasingly being used to study complex scientific and
engineering phenomena. As a result, advanced visualization and data analysis are also …

Viscous fingering: A topological visual analytic approach

J Lukasczyk, G Aldrich, M Steptoe… - Applied Mechanics …, 2017 - Trans Tech Publ
We present a methodology to analyze and visualize an ensemble of finite pointset method
(FPM) simulations that model the viscous fingering process of salt solutions inside water. In …

Nested tracking graphs

J Lukasczyk, G Weber, R Maciejewski… - Computer Graphics …, 2017 - Wiley Online Library
Tracking graphs are a well established tool in topological analysis to visualize the evolution
of components and their properties over time, ie, when components appear, disappear …

[КНИГА][B] Computing and visualizing time-varying merge trees for high-dimensional data

P Oesterling, C Heine, GH Weber, D Morozov… - 2017 - Springer
We introduce a new method that identifies and tracks features in arbitrary dimensions using
the merge tree—a structure for identifying topological features based on thresholding in …

Adaptive data placement for staging-based coupled scientific workflows

Q Sun, T **, M Romanus, H Bui, F Zhang… - Proceedings of the …, 2015 - dl.acm.org
Data staging and in-situ/in-transit data processing are emerging as attractive approaches for
supporting extreme scale scientific workflows. These approaches improve end-to-end …

Towards multifield scalar topology based on pareto optimality

L Huettenberger, C Heine, H Carr… - Computer Graphics …, 2013 - Wiley Online Library
How can the notion of topological structures for single scalar fields be extended to
multifields? In this paper we propose a definition for such structures using the concepts of …

Jacobi set simplification for tracking topological features in time-varying scalar fields

D Meduri, M Sharma, V Natarajan - The Visual Computer, 2024 - Springer
The Jacobi set of a bivariate scalar field is the set of points where the gradients of the two
constituent scalar fields align with each other. It captures the regions of topological changes …

Exploring cyclone evolution with hierarchical features

E Nilsson, J Lukasczyk, W Engelke… - … Data Analysis and …, 2022 - ieeexplore.ieee.org
The problem of tracking and visualizing cyclones is still an active area of climate research,
since the nature of cyclones varies depending on geospatial location and temporal season …