Kiwon Um

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 18

Top Topics

Numerical Simulations

Deformable Objects

Top Venues

ACM Trans. Graph.

Comput. Animat. Virtual Worlds

Comput. Graph. Forum

Publications

Heejo Jeong, Seung-wook Kim, JaeHyun Lee, Kiwon Um, Min Hyung Kee, JungHyun Han
Momentum-preserving inversion alleviation for elastic material simulation. Comput. Animat. Virtual Worlds 35 (3) (2024)
JaeHyun Lee, Seung-wook Kim, Kiwon Um, Min Hyung Kee, JungHyun Han
Inversion alleviation for stable elastic body simulation. Comput. Animat. Virtual Worlds 34 (3-4) (2023)
Chloé Paliard, Nils Thuerey, Kiwon Um
Exploring Physical Latent Spaces for High-Resolution Flow Restoration. VMV (2023)
Min Hyung Kee, Kiwon Um, HyunMo Kang, JungHyun Han
An Optimization-based SPH Solver for Simulation of Hyperelastic Solids. Comput. Graph. Forum 42 (2) (2023)
Chloé Paliard, Nils Thuerey, Kiwon Um
Exploring Physical Latent Spaces for Deep Learning. CoRR (2022)
Kiwon Um, Xiangyu Hu, Bing Wang, Nils Thuerey
Spot the Difference: Accuracy of Numerical Simulations via the Human Visual System. ACM Trans. Appl. Percept. 18 (2) (2021)
Nils Thuerey, Philipp Holl, Maximilian Müller, Patrick Schnell, Felix Trost, Kiwon Um
Physics-based Deep Learning. CoRR (2021)
Min Hyung Kee, Kiwon Um, Woo Seok Jeong, Junghyun Han
Constrained projective dynamics: real-time simulation of deformable objects with energy-momentum conservation. ACM Trans. Graph. 40 (4) (2021)
Kiwon Um, Robert Brand, Yun (Raymond) Fei, Philipp Holl, Nils Thuerey
Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers. NeurIPS (2020)
Georg Kohl, Kiwon Um, Nils Thuerey
Learning Similarity Metrics for Numerical Simulations. ICML (2020)
Georg Kohl, Kiwon Um, Nils Thuerey
Learning Similarity Metrics for Numerical Simulations. CoRR (2020)
Marie-Lena Eckert, Kiwon Um, Nils Thuerey
ScalarFlow: A Large-Scale Volumetric Data Set of Real-world Scalar Transport Flows for Computer Animation and Machine Learning. CoRR (2020)
Kiwon Um, Yun (Raymond) Fei, Philipp Holl, Robert Brand, Nils Thuerey
Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers. CoRR (2020)
Kiwon Um, Xiangyu Hu, Nils Thuerey
Perceptual Evaluation of Liquid Simulation Methods. CoRR (2020)
Marie-Lena Eckert, Kiwon Um, Nils Thuerey
ScalarFlow: a large-scale volumetric data set of real-world scalar transport flows for computer animation and machine learning. ACM Trans. Graph. 38 (6) (2019)
Kiwon Um, Xiangyu Hu, Nils Thuerey
Liquid Splash Modeling with Neural Networks. Comput. Graph. Forum 37 (8) (2018)
Kiwon Um, Xiangyu Hu, Nils Thuerey
Perceptual evaluation of liquid simulation methods. ACM Trans. Graph. 36 (4) (2017)
Kiwon Um, Xiangyu Hu, Nils Thuerey
Liquid Splash Modeling with Neural Networks. CoRR (2017)
Seungho Baek, Kiwon Um, JungHyun Han
Muddy water animation with different details. Comput. Animat. Virtual Worlds 26 (3-4) (2015)
Wonbae Yoon, Namil Lee, Kiwon Um, JungHyun Han
Computer-generated iron filing art. Vis. Comput. 30 (6-8) (2014)
Kiwon Um, Seungho Baek, JungHyun Han
Advanced Hybrid Particle-Grid Method with Sub-Grid Particle Correction. Comput. Graph. Forum 33 (7) (2014)
Kiwon Um, Tae-Yong Kim, Youngdon Kwon, JungHyun Han
Porous deformable shell simulation with surface water flow and saturation. Comput. Animat. Virtual Worlds 24 (3-4) (2013)
Kiwon Um, JungHyun Han
Leaking Fluids. ISVC (1) (2008)