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Kiwon Um https://ge.in.tum.de/about/kiwon/ https://orcid.org/0000-0002-4139-9308 TU Munich, Department of Informatics, Germany

Heejo Jeong Seung-wook Kim 0003 JaeHyun Lee Kiwon Um Min Hyung Kee JungHyun Han Momentum-preserving inversion alleviation for elastic material simulation. 2024 May/June 35 Comput. Animat. Virtual Worlds 3 https://doi.org/10.1002/cav.2249 db/journals/jvca/jvca35.html#JeongKLUKH24

Min Hyung Kee Kiwon Um Hyunmo Kang JungHyun Han An Optimization-based SPH Solver for Simulation of Hyperelastic Solids. 225-233 2023 May 42 Comput. Graph. Forum 2 https://doi.org/10.1111/cgf.14756 db/journals/cgf/cgf42.html#KeeUKH23

JaeHyun Lee Seung-wook Kim 0003 Kiwon Um Min Hyung Kee JungHyun Han Inversion alleviation for stable elastic body simulation. 2023 34 Comput. Animat. Virtual Worlds 3-4 https://doi.org/10.1002/cav.2183 db/journals/jvca/jvca34.html#Lee0UKH23

Chloé Paliard Nils Thuerey Kiwon Um Exploring Physical Latent Spaces for High-Resolution Flow Restoration. 199-207 2023 VMV https://doi.org/10.2312/vmv.20231243 conf/vmv/2023 db/conf/vmv/vmv2023.html#PaliardTU23

Chloé Paliard Nils Thuerey Kiwon Um Exploring Physical Latent Spaces for Deep Learning. 2022 abs/2211.11298 CoRR https://doi.org/10.48550/arXiv.2211.11298 db/journals/corr/corr2211.html#abs-2211-11298

Kiwon Um Xiangyu Hu 0002 Bing Wang Nils Thuerey Spot the Difference: Accuracy of Numerical Simulations via the Human Visual System. 6:1-6:15 2021 18 ACM Trans. Appl. Percept. 2 https://doi.org/10.1145/3449064 db/journals/tap/tap18.html#UmHWT21

Min Hyung Kee Kiwon Um Woo Seok Jeong Junghyun Han Constrained projective dynamics: real-time simulation of deformable objects with energy-momentum conservation. 160:1-160:12 2021 40 ACM Trans. Graph. 4 https://doi.org/10.1145/3450626.3459878 db/journals/tog/tog40.html#KeeUJH21

Nils Thuerey Philipp Holl Maximilian Müller Patrick Schnell Felix Trost Kiwon Um Physics-based Deep Learning. 2021 abs/2109.05237 CoRR https://arxiv.org/abs/2109.05237 db/journals/corr/corr2109.html#abs-2109-05237

Georg Kohl Kiwon Um Nils Thuerey Learning Similarity Metrics for Numerical Simulations. 5349-5360 2020 ICML http://proceedings.mlr.press/v119/kohl20a.html conf/icml/2020 db/conf/icml/icml2020.html#KohlUT20 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. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/43e4e6a6f341e00671e123714de019a8-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#UmBFHT20

Georg Kohl Kiwon Um Nils Thuerey Learning Similarity Metrics for Numerical Simulations. 2020 abs/2002.07863 CoRR https://arxiv.org/abs/2002.07863 db/journals/corr/corr2002.html#abs-2002-07863

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. 2020 abs/2007.00016 CoRR https://arxiv.org/abs/2007.00016 db/journals/corr/corr2007.html#abs-2007-00016

Kiwon Um Xiangyu Hu 0002 Nils Thuerey Perceptual Evaluation of Liquid Simulation Methods. 2020 abs/2011.10257 CoRR https://arxiv.org/abs/2011.10257 db/journals/corr/corr2011.html#abs-2011-10257

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. 2020 abs/2011.10284 CoRR https://arxiv.org/abs/2011.10284 db/journals/corr/corr2011.html#abs-2011-10284

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. 239:1-239:16 2019 38 ACM Trans. Graph. 6 https://doi.org/10.1145/3355089.3356545 db/journals/tog/tog38.html#EckertUT19

Kiwon Um Xiangyu Hu 0002 Nils Thuerey Liquid Splash Modeling with Neural Networks. 171-182 2018 37 Comput. Graph. Forum 8 https://doi.org/10.1111/cgf.13522 db/journals/cgf/cgf37.html#UmHT18

Kiwon Um Xiangyu Hu 0002 Nils Thuerey Perceptual evaluation of liquid simulation methods. 143:1-143:12 2017 36 ACM Trans. Graph. 4 https://doi.org/10.1145/3072959.3073633 db/journals/tog/tog36.html#UmHT17

Kiwon Um Xiangyu Hu 0002 Nils Thuerey Liquid Splash Modeling with Neural Networks. 2017 abs/1704.04456 CoRR http://arxiv.org/abs/1704.04456 db/journals/corr/corr1704.html#UmHT17

Seungho Baek Kiwon Um JungHyun Han Muddy water animation with different details. 347-355 2015 26 Comput. Animat. Virtual Worlds 3-4 https://doi.org/10.1002/cav.1646 db/journals/jvca/jvca26.html#BaekUH15

Kiwon Um Seungho Baek JungHyun Han Advanced Hybrid Particle-Grid Method with Sub-Grid Particle Correction. 209-218 2014 33 Comput. Graph. Forum 7 https://doi.org/10.1111/cgf.12489 db/journals/cgf/cgf33.html#UmBH14

Wonbae Yoon Namil Lee Kiwon Um JungHyun Han Computer-generated iron filing art. 889-895 2014 30 Vis. Comput. 6-8 https://doi.org/10.1007/s00371-014-0953-2 db/journals/vc/vc30.html#YoonLUH14

Kiwon Um Tae-Yong Kim 0001 Youngdon Kwon JungHyun Han Porous deformable shell simulation with surface water flow and saturation. 247-254 2013 24 Comput. Animat. Virtual Worlds 3-4 https://doi.org/10.1002/cav.1497 db/journals/jvca/jvca24.html#UmKKH13

Kiwon Um JungHyun Han Leaking Fluids. 1135-1143 2008 ISVC (1) https://doi.org/10.1007/978-3-540-89639-5_108 conf/isvc/2008-1 db/conf/isvc/isvc2008-1.html#UmH08 Seungho Baek Robert Brand Marie-Lena Eckert Yun FeiYun (Raymond) Fei Junghyun HanJungHyun Han Philipp Holl Xiangyu Hu 0002 Heejo Jeong Woo Seok Jeong Hyunmo Kang Min Hyung Kee Seung-Wook Kim 0003Seung-wook Kim 0003 Tae-Yong Kim 0001 Georg Kohl Youngdon Kwon Jaehyun LeeJaeHyun Lee Namil Lee Maximilian Müller Chloé Paliard Patrick Schnell Nils ThüreyNils Thuerey Felix Trost Bing Wang Wonbae Yoon