2022 review of data-driven plasma science

R Anirudh, R Archibald, MS Asif… - … on Plasma Science, 2023 - ieeexplore.ieee.org
Data-driven science and technology offer transformative tools and methods to science. This
review article highlights the latest development and progress in the interdisciplinary field of …

The state of the art in vortex extraction

T Günther, H Theisel - Computer Graphics Forum, 2018 - Wiley Online Library
Vortices are commonly understood as rotating motions in fluid flows. The analysis of vortices
plays an important role in numerous scientific applications, such as in engineering …

Visualizing high-dimensional data: Advances in the past decade

S Liu, D Maljovec, B Wang, PT Bremer… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Massive simulations and arrays of sensing devices, in combination with increasing
computing resources, have generated large, complex, high-dimensional datasets used to …

High-Pressure Synthesis of Dirac Materials: Layered van der Waals Bonded Polymorph

M Bykov, T Fedotenko, S Chariton, D Laniel… - Physical review …, 2021 - APS
High-pressure chemistry is known to inspire the creation of unexpected new classes of
compounds with exceptional properties. Here, we employ the laser-heated diamond anvil …

The topology toolkit

J Tierny, G Favelier, JA Levine… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
This system paper presents the Topology ToolKit (TTK), a software platform designed for the
topological analysis of scalar data in scientific visualization. While topological data analysis …

Scalar field comparison with topological descriptors: Properties and applications for scientific visualization

L Yan, TB Masood, R Sridharamurthy… - Computer Graphics …, 2021 - Wiley Online Library
In topological data analysis and visualization, topological descriptors such as persistence
diagrams, merge trees, contour trees, Reeb graphs, and Morse–Smale complexes play an …

Data reduction techniques for simulation, visualization and data analysis

S Li, N Marsaglia, C Garth, J Woodring… - Computer graphics …, 2018 - Wiley Online Library
Data reduction is increasingly being applied to scientific data for numerical simulations,
scientific visualizations and data analyses. It is most often used to lower I/O and storage …

Vector field topology of time-dependent flows in a steady reference frame

IB Rojo, T Günther - IEEE Transactions on Visualization and …, 2019 - ieeexplore.ieee.org
The topological analysis of unsteady vector fields remains to this day one of the largest
challenges in flow visualization. We build up on recent work on vortex extraction to define a …

A terminology for in situ visualization and analysis systems

H Childs, SD Ahern, J Ahrens… - … Journal of High …, 2020 - journals.sagepub.com
The term “in situ processing” has evolved over the last decade to mean both a specific
strategy for visualizing and analyzing data and an umbrella term for a processing paradigm …

Progressive wasserstein barycenters of persistence diagrams

J Vidal, J Budin, J Tierny - IEEE transactions on visualization …, 2019 - ieeexplore.ieee.org
This paper presents an efficient algorithm for the progressive approximation of Wasserstein
barycenters of persistence diagrams, with applications to the visual analysis of ensemble …