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Inversion alleviation for stable elastic body simulation

JaeHyun Lee , Seung‐wook Kim , Kiwon Um , Min Hyung Kee , JungHyun Han
Computer Animation and Virtual Worlds, 2023, 34 (3-4), ⟨10.1002/cav.2183⟩
Article dans une revue hal-04143150v1

An Optimization‐based SPH Solver for Simulation of Hyperelastic Solids

Min Hyung Kee , Kiwon Um , Hyunmo Kang , Junghyun Han
Computer Graphics Forum, 2023, 42 (2), pp.225-233. ⟨10.1111/cgf.14756⟩
Article dans une revue hal-04143138v1

Constrained projective dynamics: real-time simulation of deformable objects with energy-momentum conservation

Min Hyung Kee , Kiwon Um , Wooseok Jeong , Junghyun Han
ACM Transactions on Graphics, 2021, 40 (4), pp.1-12. ⟨10.1145/3450626.3459878⟩
Article dans une revue hal-03356807v1

Physics-based Deep Learning

Nils Thuerey , Philipp Holl , Maximilian Mueller , Patrick Schnell , Felix Trost , et al.
Ouvrages hal-04083995v1

Spot the Difference: Accuracy of Numerical Simulations via the Human Visual System

Kiwon Um , Xiangyu Hu , Bing Wang , Nils Thuerey
ACM Transactions on Applied Perception, 2021, 18 (2), pp.1-15. ⟨10.1145/3449064⟩
Article dans une revue hal-03225310v1
Image document

Exploring Physical Latent Spaces for High-Resolution Flow Restoration

Chloé Paliard , Nils Thuerey , Kiwon Um
The International Symposium on Vision, Modeling, and Visualization (VMV), Sep 2023, Braunschweig, Germany. ⟨10.2312/vmv.20231243⟩
Communication dans un congrès hal-04225858v1

Exploring Physical Latent Spaces for Deep Learning

Chloe Paliard , Nils Thuerey , Kiwon Um
2023
Pré-publication, Document de travail hal-04084065v1

Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers

Kiwon Um , Robert Brand , Fei Yun , Philipp Holl , Nils Thuerey
Neural Information Processing Systems (NeurIPS), Dec 2020, Vancouver, Canada. pp.6111-6122
Communication dans un congrès hal-03142245v1

phiflow: A Differentiable PDE Solving Framework for Deep Learning via Physical Simulations

Philipp Holl , Vladlen Koltun , Kiwon Um , Nils Thuerey
NeurIPS Workshop, 2020
Autre publication scientifique hal-03142278v1