101 citations · 282 across the 22 of their papers we have counts for
4 papers · 1 filter
Microparticle cloud imaging and tracking for data-driven plasma science
Zhehui Wang, Jiayi Xu, Yao E. Kovach +5
Large data sets give rise to the `fourth paradigm' of scientific discovery and technology development, extending other approaches based on human intuition, fundamental laws of phys…
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers
Jiayi Xu, Soumya Dutta, Wenbin He +2
Viscous and gravitational flow instabilities cause a displacement front to break up into finger-like fluids. The detection and evolutionary analysis of these fingering instabilitie…
InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations
Wenbin He, Junpeng Wang, Hanqi Guo +5
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, gene…
NNVA: Neural Network Assisted Visual Analysis of Yeast Cell Polarization Simulation
Subhashis Hazarika, Haoyu Li, Ko-Chih Wang +2
Complex computational models are often designed to simulate real-world physical phenomena in many scientific disciplines. However, these simulation models tend to be computationall…