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"

20 / 20 papers shown

Title
iVR-GS: Inverse Volume Rendering for Explorable Visualization via Editable 3D Gaussian Splatting Kaiyuan Tang Siyuan Yao Chaoli Wang 3DGS 59 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 Xu Han-Wei Shen 49 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 73 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 29 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 58 1 0 26 Jul 2024
Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data Atul Kumar S. Garg Soumya Dutta 55 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 40 0 0 07 Sep 2023
Neural Stream Functions Skylar W. Wurster Hanqi Guo Tom Peterka Han-Wei Shen 24 0 0 16 Jul 2023
HyperINR: A Fast and Predictive Hypernetwork for Implicit Neural Representations via Knowledge Distillation Qi Wu David Bauer Yuyang Chen Kwan-Liu Ma 39 14 0 09 Apr 2023
VDL-Surrogate: A View-Dependent Latent-based Model for Parameter Space Exploration of Ensemble Simulations Neng Shi Jiayi Xu Haoyu Li Hanqi Guo J. Woodring Han-Wei Shen 30 18 0 25 Jul 2022
Accelerated Probabilistic Marching Cubes by Deep Learning for Time-Varying Scalar Ensembles Mengjiao Han Tushar M. Athawale D. Pugmire Chris R. Johnson 38 8 0 15 Jul 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 41 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 42 32 0 18 Feb 2022
Exploratory Lagrangian-Based Particle Tracing Using Deep Learning Mengjiao Han Sudhanshu Sane Chris R. Johnson 21 18 0 15 Oct 2021
Differentiable Direct Volume Rendering S. Weiss Rüdiger Westermann 33 29 0 27 Jul 2021
Deep Direct Volume Rendering: Learning Visual Feature Mappings From Exemplary Images J. Weiss Nassir Navab MedIm 38 9 0 09 Jun 2021
Deep Hierarchical Super Resolution for Scientific Data Skylar W. Wurster Hanqi Guo Han-Wei Shen T. Peterka Jiayi Xu 25 13 0 30 May 2021
Compressive Neural Representations of Volumetric Scalar Fields Yuzhe Lu K. Jiang Joshua A. Levine M. Berger AI4CE 29 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 14 10 0 03 Nov 2020
Volumetric Isosurface Rendering with Deep Learning-Based Super-Resolution S. Weiss Mengyu Chu N. Thürey Rüdiger Westermann SupR 21 54 0 15 Jun 2019