InSituNet: Deep Image Synthesis for Parameter Space Exploration of
Ensemble Simulations

InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations

1 August 2019

Junpeng Wang

Han-Wei Shen

Tom Peterka

Papers citing "InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations"

16 / 16 papers shown

Title
iVR-GS: Inverse Volume Rendering for Explorable Visualization via Editable 3D Gaussian Splatting Kaiyuan Tang Siyuan Yao Chaoli Wang 3DGS 46 1 0 24 Apr 2025
Explorable INR: An Implicit Neural Representation for Ensemble Simulation Enabling Efficient Spatial and Parameter Exploration Yi-Tang Chen Haoyu Li Neng Shi Xihaier Luo Wei-ping Xu Han-Wei Shen 39 0 0 01 Apr 2025
FLINT: Learning-based Flow Estimation and Temporal Interpolation for Scientific Ensemble Visualization Hamid Gadirov Jos B. T. M. Roerdink Steffen Frey AI4CE 65 1 0 24 Feb 2025
RSVP for VPSA : A Meta Design Study on Rapid Suggestive Visualization Prototyping for Visual Parameter Space Analysis Manfred Klaffenboeck Michael Gleicher Johannes Sorger Michael Wimmer Torsten Moller 19 1 0 11 Sep 2024
Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network Tianyu Xiong Skylar W. Wurster Hanqi Guo Tom Peterka Han-Wei Shen UQCV 46 1 0 26 Jul 2024
Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data Atul Kumar S. Garg Soumya Dutta 43 0 0 23 Jul 2024
Data Type Agnostic Visual Sensitivity Analysis Nikolaus Piccolotto M. Bögl C. Muehlmann K. Nordhausen Peter Filzmoser Johanna Schmidt Silvia Miksch 29 0 0 07 Sep 2023
Neural Stream Functions Skylar W. Wurster Hanqi Guo Tom Peterka Han-Wei Shen 17 0 0 16 Jul 2023
Accelerated Probabilistic Marching Cubes by Deep Learning for Time-Varying Scalar Ensembles Mengjiao Han Tushar M. Athawale D. Pugmire Chris R. Johnson 22 8 0 15 Jul 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 28 36 0 13 Apr 2022
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations Neng Shi Jiayi Xu Skylar W. Wurster Hanqi Guo J. Woodring L. V. Roekel Han-Wei Shen AI4TS AI4CE 26 32 0 18 Feb 2022
Differentiable Direct Volume Rendering S. Weiss Rüdiger Westermann 25 29 0 27 Jul 2021
Deep Direct Volume Rendering: Learning Visual Feature Mappings From Exemplary Images J. Weiss Nassir Navab MedIm 22 9 0 09 Jun 2021
Compressive Neural Representations of Volumetric Scalar Fields Yuzhe Lu K. Jiang Joshua A. Levine M. Berger AI4CE 18 87 0 11 Apr 2021
Uncertainty-Oriented Ensemble Data Visualization and Exploration using Variable Spatial Spreading Mingdong Zhang Li Chen Quan Li Xiaoru Yuan Junhai Yong 9 10 0 03 Nov 2020
Volumetric Isosurface Rendering with Deep Learning-Based Super-Resolution S. Weiss Mengyu Chu N. Thürey Rüdiger Westermann SupR 16 54 0 15 Jun 2019