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ORCIDDominik Ludewig Michels
Dominik L. Michels
Person information
- affiliation: King Abdullah University of Science and Technology, KAUST, Visual Computing Center, Thuwal, Saudi Arabia
- affiliation: TU Darmstadt, Germany
- affiliation (former): Stanford University, USA
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Journal Articles
- 2024
[j26]Alisher Aikyn, Yang Liu, Dmitry A. Lyakhov
, Florian Rist, Helmut Pottmann, Dominik L. Michels:
Flexible Kokotsakis Meshes with Skew Faces: Generalization of the Orthodiagonal Involutive Type. Comput. Aided Des. 168: 103669 (2024)- [j25]Andrzej Kokosza, Helge Wrede, Daniel Gonzalez Esparza, Milosz Makowski, Daoming Liu, Dominik L. Michels, Sören Pirk, Wojtek Palubicki:
Scintilla: Simulating Combustible Vegetation for Wildfires. ACM Trans. Graph. 43(4): 70:1-70:21 (2024) - [j24]Jorge Alejandro Amador Herrera, Jonathan Klein, Daoming Liu, Wojtek Palubicki, Sören Pirk, Dominik L. Michels:
Cyclogenesis: Simulating Hurricanes and Tornadoes. ACM Trans. Graph. 43(4): 71:1-71:16 (2024) - [j23]Florian Rist, Zhecheng Wang, Davide Pellis, Marco Palma, Daoming Liu, Eitan Grinspun, Dominik L. Michels:
A Flexible Mold for Facade Panel Fabrication. ACM Trans. Graph. 43(6): 231:1-231:16 (2024) - 2023
- [j22]Denis Demchev, Ivan Sudakow, Alexander Khodos, Irina Abramova, Dmitry A. Lyakhov, Dominik L. Michels:
Recognizing the Shape and Size of Tundra Lakes in Synthetic Aperture Radar (SAR) Images Using Deep Learning Segmentation. Remote. Sens. 15(5): 1298 (2023) - [j21]Bosheng Li, Jonathan Klein, Dominik L. Michels, Bedrich Benes, Sören Pirk, Wojtek Palubicki:
Rhizomorph: The Coordinated Function of Shoots and Roots. ACM Trans. Graph. 42(4): 59:1-59:16 (2023) - [j20]Han Shao, Libo Huang, Dominik L. Michels:
A Current Loop Model for the Fast Simulation of Ferrofluids. IEEE Trans. Vis. Comput. Graph. 29(12): 5394-5405 (2023) - 2022
- [j19]Wouter Raateland, Torsten Hädrich, Jorge Alejandro Amador Herrera, Daniel T. Banuti, Wojciech Palubicki, Sören Pirk, Klaus Hildebrandt, Dominik L. Michels:
DCGrid: An Adaptive Grid Structure for Memory-Constrained Fluid Simulation on the GPU. Proc. ACM Comput. Graph. Interact. Tech. 5(1): 3:1-3:14 (2022) - [j18]Han Shao, Libo Huang, Dominik L. Michels:
A fast unsmoothed aggregation algebraic multigrid framework for the large-scale simulation of incompressible flow. ACM Trans. Graph. 41(4): 49:1-49:18 (2022) - [j17]Wojtek Palubicki, Milosz Makowski, Weronika Gajda, Torsten Hädrich, Dominik L. Michels, Sören Pirk:
Ecoclimates: climate-response modeling of vegetation. ACM Trans. Graph. 41(4): 155:1-155:19 (2022) - 2021
- [j16]Vu Thai Luan, Dominik L. Michels:
Efficient exponential time integration for simulating nonlinear coupled oscillators. J. Comput. Appl. Math. 391: 113429 (2021) - [j15]Torsten Hädrich, Daniel T. Banuti, Wojciech Palubicki, Sören Pirk, Dominik L. Michels:
Fire in paradise: mesoscale simulation of wildfires. ACM Trans. Graph. 40(4): 163:1-163:15 (2021) - [j14]Libo Huang, Ziyin Qu, Xun Tan, Xinxin Zhang, Dominik L. Michels, Chenfanfu Jiang:
Ships, splashes, and waves on a vast ocean. ACM Trans. Graph. 40(6): 203:1-203:15 (2021) - [j13]Jorge Alejandro Amador Herrera, Torsten Hädrich, Wojtek Palubicki, Daniel T. Banuti, Sören Pirk, Dominik L. Michels:
Weatherscapes: nowcasting heat transfer and water continuity. ACM Trans. Graph. 40(6): 204:1-204:19 (2021) - [j12]Bosheng Li, Jacek Kaluzny, Jonathan Klein, Dominik L. Michels, Wojtek Palubicki, Bedrich Benes, Sören Pirk:
Learning to reconstruct botanical trees from single images. ACM Trans. Graph. 40(6): 231:1-231:15 (2021) - 2020
- [j11]Dmitry A. Lyakhov, Vladimir P. Gerdt, Dominik L. Michels:
On the algorithmic linearizability of nonlinear ordinary differential equations. J. Symb. Comput. 98: 3-22 (2020) - [j10]Libo Huang, Dominik L. Michels:
Surface-only ferrofluids. ACM Trans. Graph. 39(6): 174:1-174:17 (2020) - [j9]Torsten Hädrich, Milosz Makowski, Wojciech Palubicki, Daniel T. Banuti, Sören Pirk, Dominik L. Michels:
Stormscapes: simulating cloud dynamics in the now. ACM Trans. Graph. 39(6): 175:1-175:16 (2020) - 2019
- [j8]Libo Huang, Torsten Hädrich, Dominik L. Michels:
On the accurate large-scale simulation of ferrofluids. ACM Trans. Graph. 38(4): 93:1-93:15 (2019) - [j7]Milosz Makowski, Torsten Hädrich, Jan Scheffczyk, Dominik L. Michels, Sören Pirk, Wojciech Palubicki:
Synthetic silviculture: multi-scale modeling of plant ecosystems. ACM Trans. Graph. 38(4): 131:1-131:14 (2019) - 2017
- [j6]Dominik L. Michels, Vu Thai Luan, Mayya Tokman:
A stiffly accurate integrator for elastodynamic problems. ACM Trans. Graph. 36(4): 116:1-116:14 (2017) - [j5]Sören Pirk, Michal Jarzabek, Torsten Hädrich, Dominik L. Michels, Wojciech Palubicki:
Interactive wood combustion for botanical tree models. ACM Trans. Graph. 36(6): 197:1-197:12 (2017) - 2015
- [j4]Dominik Ludewig Michels, J. Paul T. Mueller, Gerrit Alexander Sobottka:
A physically based approach to the accurate simulation of stiff fibers and stiff fiber meshes. Comput. Graph. 53: 136-146 (2015) - [j3]Dominik L. Michels, Mathieu Desbrun:
A semi-analytical approach to molecular dynamics. J. Comput. Phys. 303: 336-354 (2015) - 2014
- [j2]Dominik Ludewig Michels, Gerrit Alexander Sobottka, Andreas G. Weber:
Exponential integrators for stiff elastodynamic problems. ACM Trans. Graph. 33(1): 7:1-7:20 (2014) - 2013
- [j1]Dominik Ludewig Michels, Gerrit Alexander Sobottka:
A Mobile Application for Robust Feature Extraction and Cultivar Classification of Leaves. J. Mobile Multimedia 9(1&2): 145-154 (2013)
Conference and Workshop Papers
- 2024
- [c25]Mikolaj Cieslak, Umabharathi Govindarajan, Alejandro Garcia, Anuradha Chandrashekar, Torsten Hädrich, Aleksander Mendoza-Drosik, Dominik L. Michels, Sören Pirk, Chia-Chun Fu, Wojciech Palubicki:
Generating Diverse Agricultural Data for Vision-Based Farming Applications. CVPR Workshops 2024: 5422-5431 - [c24]Mulun Na, Hector A. Jimenez Romero, Xinge Yang, Jonathan Klein, Dominik L. Michels, Wolfgang Heidrich:
End-to-end Optimization of Fluidic Lenses. SIGGRAPH Asia 2024: 55:1-55:10 - 2023
- [c23]Daoming Liu, Florian Rist, Dominik L. Michels:
Urbanflow: Designing Comfortable Outdoor Areas. ANNSIM 2023: 628-644 - [c22]Filippo Maggioli, Jonathan Klein, Torsten Hädrich, Emanuele Rodolà, Wojtek Palubicki, Sören Pirk, Dominik L. Michels:
A Physically-inspired Approach to the Simulation of Plant Wilting. SIGGRAPH Asia 2023: 66:1-66:8 - 2022
- [c21]Azimkhon Ostonov, Peter Wonka, Dominik L. Michels:
RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation. WACV 2022: 2723-2732 - 2021
- [c20]Han Shao, Tassilo Kugelstadt, Torsten Hädrich, Wojtek Palubicki, Jan Bender, Sören Pirk, Dominik L. Michels:
Accurately Solving Rod Dynamics with Graph Learning. NeurIPS 2021: 4829-4842 - 2020
- [c19]Yang Liu, Dmitry A. Lyakhov, Dominik L. Michels:
Contact Linearizability of Scalar Ordinary Differential Equations of Arbitrary Order. CASC 2020: 421-430 - [c18]Torsten Hädrich, Jan Scheffczyk, Wojciech Palubicki, Sören Pirk, Dominik L. Michels:
Interactive Wood Fracture. SCA (Posters) 2020: 5-7 - [c17]Vojtech Krs, Torsten Hädrich, Dominik L. Michels, Oliver Deussen, Sören Pirk, Bedrich Benes:
Wind Erosion: Shape Modifications by Interactive Particle-based Erosion and Deposition. SCA (Posters) 2020: 9-11 - 2019
- [c16]Matthias Müller, Guohao Li, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem:
Learning a Controller Fusion Network by Online Trajectory Filtering for Vision-Based UAV Racing. CVPR Workshops 2019: 573-581 - [c15]Guohao Li, Matthias Müller, Vincent Casser, Neil Smith, Dominik Ludewig Michels, Bernard Ghanem:
OIL: Observational Imitation Learning. Robotics: Science and Systems 2019 - 2018
- [c14]Jonathan Klein, Martin Laurenzis, Dominik L. Michels, Matthias B. Hullin:
A Quantitative Platform for Non-Line-of-Sight Imaging Problems. BMVC 2018: 104 - [c13]Yury A. Blinkov, Vladimir P. Gerdt, Dmitry A. Lyakhov, Dominik L. Michels:
A Strongly Consistent Finite Difference Scheme for Steady Stokes Flow and its Modified Equations. CASC 2018: 67-81 - [c12]Matthias Müller, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem:
Teaching UAVs to Race: End-to-End Regression of Agile Controls in Simulation. ECCV Workshops (2) 2018: 11-29 - 2017
- [c11]Dmitry A. Lyakhov, Vladimir P. Gerdt, Andreas G. Weber, Dominik L. Michels:
Symbolic-Numeric Integration of the Dynamical Cosserat Equations. CASC 2017: 301-312 - [c10]Dmitry A. Lyakhov, Vladimir P. Gerdt, Dominik L. Michels:
Algorithmic Verification of Linearizability for Ordinary Differential Equations. ISSAC 2017: 285-292 - [c9]Jonathan Klein, Stefan Hartmann, Michael Weinmann, Dominik L. Michels:
Multi-scale terrain texturing using generative adversarial networks. IVCNZ 2017: 1-6 - 2016
- [c8]Dominik L. Michels, Dmitry A. Lyakhov, Vladimir P. Gerdt, Zahid Hossain, Ingmar H. Riedel-Kruse, Andreas G. Weber:
On the General Analytical Solution of the Kinematic Cosserat Equations. CASC 2016: 367-380 - [c7]Stefan Feess, Kathrin Kurfiss, Ronald Fedkiw, Dominik L. Michels:
Accurate simulation of wound healing and skin deformation. Symposium on Computer Animation 2016: 129-137 - [c6]Dominik L. Michels, J. Paul T. Mueller:
Discrete computational mechanics for stiff phenomena. SIGGRAPH ASIA Courses 2016: 13:1-13:9 - 2015
- [c5]Dominik Ludewig Michels, Dmitry A. Lyakhov, Vladimir P. Gerdt, Gerrit Alexander Sobottka, Andreas G. Weber:
On the Partial Analytical Solution of the Kirchhoff Equation. CASC 2015: 322-333 - [c4]Wei-Lun Chao, Justin Solomon, Dominik L. Michels, Fei Sha:
Exponential Integration for Hamiltonian Monte Carlo. ICML 2015: 1142-1151 - 2014
- [c3]Dominik Ludewig Michels, Dmitry A. Lyakhov, Vladimir P. Gerdt, Gerrit Alexander Sobottka, Andreas G. Weber:
Lie Symmetry Analysis for Cosserat Rods. CASC 2014: 324-334 - [c2]Vitalis Wiens, J. Paul T. Mueller, Andreas G. Weber, Dominik Ludewig Michels:
A Physical-Geometric Approach to Model Thin Dynamical Structures in CAD Systems. ICCSA (3) 2014: 795-808 - 2013
- [c1]Dominik Ludewig Michels, Gerrit Alexander Sobottka:
A Gabor Filter-Based Approach to Leaf Vein Extraction and Cultivar Classification. ICCSA (2) 2013: 150-159
Parts in Books or Collections
- 2014
- [p1]Dominik L. Michels:
Semianalytische Algorithmen für Steife Cauchyprobleme. Ausgezeichnete Informatikdissertationen 2014: 191-200
Editorship
- 2020
- [e1]Dominik L. Michels:
19th ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2020, SCA 2020 - Posters, Online, October 6-9, 2020. Eurographics Association 2020, ISBN 978-3-03868-119-9 [contents]
Informal and Other Publications
- 2024
- [i23]Veronika Treumova, Dmitry A. Lyakhov, Dominik L. Michels:
On the Algorithmic Verification of Nonlinear Superposition for Systems of First Order Ordinary Differential Equations. CoRR abs/2401.17012 (2024) - [i22]Junchen Deng, Samhita Marri, Jonathan Klein, Wojtek Palubicki, Sören Pirk, Girish Chowdhary, Dominik L. Michels:
Gazebo Plants: Simulating Plant-Robot Interaction with Cosserat Rods. CoRR abs/2402.02570 (2024) - [i21]Mulun Na, Jonathan Klein, Biao Zhang, Wojtek Palubicki, Sören Pirk, Dominik L. Michels:
A Lennard-Jones Layer for Distribution Normalization. CoRR abs/2402.03287 (2024) - [i20]Mikolaj Cieslak, Umabharathi Govindarajan, Alejandro Garcia, Anuradha Chandrashekar, Torsten Hädrich, Aleksander Mendoza-Drosik, Dominik L. Michels, Sören Pirk, Chia-Chun Fu, Wojciech Palubicki:
Generating Diverse Agricultural Data for Vision-Based Farming Applications. CoRR abs/2403.18351 (2024) - [i19]Jacek Kaluzny, Yannik Schreckenberg, Karol Cyganik, Peter Annighöfer, Sören Pirk, Dominik L. Michels, Mikolaj Cieslak, Farhah Assaad-Gerbert, Bedrich Benes, Wojciech Palubicki:
LAESI: Leaf Area Estimation with Synthetic Imagery. CoRR abs/2404.00593 (2024) - [i18]Dmitry A. Lyakhov, Dominik L. Michels:
On the Algorithmic Recovering of Coefficients in Linearizable Differential Equations. CoRR abs/2404.01798 (2024) - [i17]Mohammed Baharoon, Jonathan Klein, Dominik L. Michels:
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations. CoRR abs/2405.14239 (2024) - [i16]Chengan He, Xin Sun, Zhixin Shu, Fujun Luan, Sören Pirk, Jorge Alejandro Amador Herrera, Dominik L. Michels, Tuanfeng Y. Wang, Meng Zhang, Holly E. Rushmeier, Yi Zhou:
Perm: A Parametric Representation for Multi-Style 3D Hair Modeling. CoRR abs/2407.19451 (2024) - [i15]Daoming Liu, Jonathan Klein, Florian Rist, Wojciech Palubicki, Sören Pirk, Dominik L. Michels:
FlameForge: Combustion of Generalized Wooden Structures. CoRR abs/2412.16735 (2024) - [i14]Jorge Alejandro Amador Herrera, Yi Zhou, Xin Sun, Zhixin Shu, Chengan He, Sören Pirk, Dominik L. Michels:
Augmented Mass-Spring model for Real-Time Dense Hair Simulation. CoRR abs/2412.17144 (2024) - 2023
- [i13]Stefan Rhys Jeske, Jonathan Klein, Dominik L. Michels, Jan Bender:
Zero-Level-Set Encoder for Neural Distance Fields. CoRR abs/2310.06644 (2023) - [i12]Andrei C. Aioanei, Regine Hunziker-Rodewald, Konstantin Klein, Dominik L. Michels:
Deep Aramaic: Towards a Synthetic Data Paradigm Enabling Machine Learning in Epigraphy. CoRR abs/2310.07310 (2023) - 2022
- [i11]Daoming Liu, Florian Rist, Helmut Pottmann, Dominik L. Michels:
UrbanFlow: Designing Comfortable Outdoor Areas. CoRR abs/2204.01117 (2022) - [i10]Azimkhon Ostonov, Peter Wonka, Dominik L. Michels:
RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation. CoRR abs/2206.02544 (2022) - 2021
- [i9]Stanislava Fedorova, Alberto Tono, Meher Shashwat Nigam, Jiayao Zhang, Amirhossein Ahmadnia, Cecilia Maria Bolognesi, Dominik L. Michels:
Synthetic 3D Data Generation Pipeline for Geometric Deep Learning in Architecture. CoRR abs/2104.12564 (2021) - [i8]Libo Huang, Ziyin Qu, Xun Tan, Xinxin Zhang, Dominik L. Michels, Chenfanfu Jiang:
Ships, Splashes, and Waves on a Vast Ocean. CoRR abs/2108.05481 (2021) - 2020
- [i7]Han Shao, Tassilo Kugelstadt, Wojciech Palubicki, Jan Bender, Sören Pirk, Dominik L. Michels:
Accurately Solving Physical Systems with Graph Learning. CoRR abs/2006.03897 (2020) - [i6]Jonathan Klein, Sören Pirk, Dominik L. Michels:
Domain Adaptation with Morphologic Segmentation. CoRR abs/2006.09322 (2020) - 2019
- [i5]Matthias Müller, Guohao Li, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem:
Learning a Controller Fusion Network by Online Trajectory Filtering for Vision-based UAV Racing. CoRR abs/1904.08801 (2019) - 2018
- [i4]Guohao Li, Matthias Müller, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem:
Teaching UAVs to Race With Observational Imitation Learning. CoRR abs/1803.01129 (2018) - [i3]Yury A. Blinkov, Vladimir P. Gerdt, Dmitry A. Lyakhov, Dominik L. Michels:
A Strongly Consistent Finite Difference Scheme for Steady Stokes Flow and its Modified Equations. CoRR abs/1807.00328 (2018) - 2017
- [i2]Dmitry A. Lyakhov, Vladimir P. Gerdt, Dominik Ludewig Michels:
Algorithmic Verification of Linearizability for Ordinary Differential Equations. CoRR abs/1702.03829 (2017) - [i1]Matthias Müller, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem:
Teaching UAVs to Race Using UE4Sim. CoRR abs/1708.05884 (2017)
Coauthor Index
Wojtek Palubicki
aka: Wojciech Palubicki
aka: Wojciech Palubicki
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