Sledovat
Kiwon Um
Kiwon Um
Telecom Paris, Institut Polytechnique de Paris
E-mailová adresa ověřena na: telecom-paris.fr - Domovská stránka
Název
Citace
Citace
Rok
Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
K Um, R Brand, YR Fei, P Holl, N Thuerey
Advances in Neural Information Processing Systems, 2020
2832020
Physics-based Deep Learning
N Thuerey, P Holl, M Mueller, P Schnell, F Trost, K Um
arXiv preprint arXiv:2109.05237, 2021
1652021
Liquid splash modeling with neural networks
K Um, X Hu, N Thuerey
Computer Graphics Forum 37 (8), 171-182, 2018
1152018
ScalarFlow: a large-scale volumetric data set of real-world scalar transport flows for computer animation and machine learning
ML Eckert, K Um, N Thuerey
ACM Transactions on Graphics (TOG) 38 (6), 239, 2019
672019
phiflow: A Differentiable PDE Solving Framework for Deep Learning via Physical Simulations
P Holl, V Koltun, K Um, N Thuerey
NeurIPS Workshop, 2020
612020
Perceptual evaluation of liquid simulation methods
K Um, X Hu, N Thuerey
ACM Transactions on Graphics (TOG) 36 (4), 143, 2017
332017
Advanced hybrid particle‐grid method with sub‐grid particle correction
K Um, S Baek, JH Han
Computer Graphics Forum 33 (7), 209-218, 2014
242014
Learning Similarity Metrics for Numerical Simulations
G Kohl, K Um, N Thuerey
International Conference on Machine Learning, 2020
192020
Porous deformable shell simulation with surface water flow and saturation
K Um, TY Kim, Y Kwon, JH Han
Computer Animation and Virtual Worlds 24 (3-4), 247-254, 2013
162013
Constrained projective dynamics: real-time simulation of deformable objects with energy-momentum conservation
MH Kee, K Um, W Jeong, J Han
ACM Transactions on Graphics (TOG) 40 (4), 1-12, 2021
92021
Spot the difference: Accuracy of numerical simulations via the human visual system
K Um, X Hu, B Wang, N Thuerey
ACM Transactions on Applied Perception (TAP) 18 (2), 1-15, 2021
82021
Muddy water animation with different details
S Baek, K Um, JH Han
Computer Animation and Virtual Worlds 26 (3-4), 347-355, 2015
72015
Computer-generated iron filing art
W Yoon, N Lee, K Um, JH Han
The Visual Computer 30, 889-895, 2014
42014
An Optimization‐based SPH Solver for Simulation of Hyperelastic Solids
MH Kee, K Um, HM Kang, JH Han
Computer Graphics Forum 42 (2), 225-233, 2023
32023
Inversion alleviation for stable elastic body simulation
JH Lee, S Kim, K Um, MH Kee, JH Han
Computer Animation and Virtual Worlds, e2183, 2023
12023
Solver-in-the-loop approach to turbulence closure
A Freitas, K Um, M Desbrun, M Buzzicotti, L Biferale
arXiv preprint arXiv:2411.13194, 2024
2024
Momentum‐preserving inversion alleviation for elastic material simulation
H Jeong, S Kim, JH Lee, K Um, MH Kee, JH Han
Computer Animation and Virtual Worlds 35 (3), e2249, 2024
2024
Exploring Physical Latent Spaces for High-Resolution Flow Restoration
C Paliard, N Thuerey, K Um
The International Symposium on Vision, Modeling, and Visualization (VMV), 2023
2023
Differentiable Physics for Improving the Accuracy of Iterative PDE-Solvers with Neural Networks
K Um, YR Fei, P Holl, R Brand, N Thuerey
NeurIPS Workshop, 2020
2020
Learning Time-Aware Assistance Functions for Numerical Fluid Solvers
K Um, YR Fei, P Holl, N Thuerey
2019
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Články 1–20