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05/31/2023
VMap: An Interactive Rectangular Space-filling Visualization for Map-like Vertex-centric Graph Exploration
We present VMap, a map-like rectangular space-filling visualization, to ...
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08/28/2022
Intensity-Adjustable Non-contact Cold Sensation Presentation Based on the Vortex Effect
Cold sensations of varying intensities are perceived when human skin is ...
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08/05/2022
IDLat: An Importance-Driven Latent Generation Method for Scientific Data
Deep learning based latent representations have been widely used for num...
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07/25/2022
VDL-Surrogate: A View-Dependent Latent-based Model for Parameter Space Exploration of Ensemble Simulations
We propose VDL-Surrogate, a view-dependent neural-network-latent-based s...
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02/18/2022
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations
We propose GNN-Surrogate, a graph neural network-based surrogate model t...
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09/13/2021
Reinforcement Learning for Load-balanced Parallel Particle Tracing
We explore an online learning reinforcement learning (RL) paradigm for o...
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11/17/2020
FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking
We present the Feature Tracking Kit (FTK), a framework that simplifies, ...
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03/04/2020
Distributed Asynchronous Union-Find for Scalable Feature Tracking
Feature tracking and the visualizations of the resulting trajectories ma...
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11/27/2019