Dominik L. Michels

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 54

Top Topics

Visual Representations

Differential Equations

Top Venues

ACM Trans. Graph.

Publications

Mohammed Baharoon, Jonathan Klein, Dominik L. Michels
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations. CoRR (2024)
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 (2024)
Mulun Na, Jonathan Klein, Biao Zhang, Wojtek Palubicki, Sören Pirk, Dominik L. Michels
A Lennard-Jones Layer for Distribution Normalization. CoRR (2024)
Dmitry A. Lyakhov, Dominik L. Michels
On the Algorithmic Recovering of Coefficients in Linearizable Differential Equations. CoRR (2024)
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 (2024)
Veronika Treumova, Dmitry A. Lyakhov, Dominik L. Michels
On the Algorithmic Verification of Nonlinear Superposition for Systems of First Order Ordinary Differential Equations. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
Andrei C. Aioanei, Regine Hunziker-Rodewald, Konstantin Klein, Dominik L. Michels
Deep Aramaic: Towards a Synthetic Data Paradigm Enabling Machine Learning in Epigraphy. CoRR (2023)
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)
Han Shao, Libo Huang, Dominik L. Michels
A Current Loop Model for the Fast Simulation of Ferrofluids. IEEE Trans. Vis. Comput. Graph. 29 (12) (2023)
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) (2023)
Stefan Rhys Jeske, Jonathan Klein, Dominik L. Michels, Jan Bender
Zero-Level-Set Encoder for Neural Distance Fields. CoRR (2023)
Daoming Liu, Florian Rist, Dominik L. Michels
Urbanflow: Designing Comfortable Outdoor Areas. ANNSIM (2023)
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) (2022)
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) (2022)
Wojtek Palubicki, Milosz Makowski, Weronika Gajda, Torsten Hädrich, Dominik L. Michels, Sören Pirk
Ecoclimates: climate-response modeling of vegetation. ACM Trans. Graph. 41 (4) (2022)
Azimkhon Ostonov, Peter Wonka, Dominik L. Michels
RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation. CoRR (2022)
Azimkhon Ostonov, Peter Wonka, Dominik L. Michels
RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation. WACV (2022)
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) (2021)
Libo Huang, Ziyin Qu, Xun Tan, Xinxin Zhang, Dominik L. Michels, Chenfanfu Jiang
Ships, Splashes, and Waves on a Vast Ocean. CoRR (2021)
Vu Thai Luan, Dominik L. Michels
Efficient exponential time integration for simulating nonlinear coupled oscillators. J. Comput. Appl. Math. 391 (2021)
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 (2021)
Torsten Hädrich, Daniel T. Banuti, Wojciech Palubicki, Sören Pirk, Dominik L. Michels
Fire in paradise: mesoscale simulation of wildfires. ACM Trans. Graph. 40 (4) (2021)
Han Shao, Tassilo Kugelstadt, Torsten Hädrich, Wojtek Palubicki, Jan Bender, Sören Pirk, Dominik L. Michels
Accurately Solving Rod Dynamics with Graph Learning. NeurIPS (2021)
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) (2021)
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) (2021)
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)
Jonathan Klein, Sören Pirk, Dominik L. Michels
Domain Adaptation with Morphologic Segmentation. CoRR (2020)
Han Shao, Tassilo Kugelstadt, Wojciech Palubicki, Jan Bender, Sören Pirk, Dominik L. Michels
Accurately Solving Physical Systems with Graph Learning. CoRR (2020)
Dmitry A. Lyakhov, Vladimir P. Gerdt, Dominik L. Michels
On the algorithmic linearizability of nonlinear ordinary differential equations. J. Symb. Comput. 98 (2020)
Torsten Hädrich, Jan Scheffczyk, Wojciech Palubicki, Sören Pirk, Dominik L. Michels
Interactive Wood Fracture. SCA (Posters) (2020)
Libo Huang, Dominik L. Michels
Surface-only ferrofluids. ACM Trans. Graph. 39 (6) (2020)
Yang Liu, Dmitry A. Lyakhov, Dominik L. Michels
Contact Linearizability of Scalar Ordinary Differential Equations of Arbitrary Order. CASC (2020)
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) (2020)
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) (2019)
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)
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 (2019)
Libo Huang, Torsten Hädrich, Dominik L. Michels
On the accurate large-scale simulation of ferrofluids. ACM Trans. Graph. 38 (4) (2019)
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)
Guohao Li, Matthias Müller, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem
Teaching UAVs to Race With Observational Imitation Learning. CoRR (2018)
Jonathan Klein, Martin Laurenzis, Dominik L. Michels, Matthias B. Hullin
A Quantitative Platform for Non-Line-of-Sight Imaging Problems. BMVC (2018)
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)
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 (2018)
Jonathan Klein, Stefan Hartmann, Michael Weinmann, Dominik L. Michels
Multi-scale terrain texturing using generative adversarial networks. IVCNZ (2017)
Sören Pirk, Michal Jarzabek, Torsten Hädrich, Dominik L. Michels, Wojciech Palubicki
Interactive wood combustion for botanical tree models. ACM Trans. Graph. 36 (6) (2017)
Dominik L. Michels, Vu Thai Luan, Mayya Tokman
A stiffly accurate integrator for elastodynamic problems. ACM Trans. Graph. 36 (4) (2017)
Dmitry A. Lyakhov, Vladimir P. Gerdt, Dominik L. Michels
Algorithmic Verification of Linearizability for Ordinary Differential Equations. ISSAC (2017)
Dmitry A. Lyakhov, Vladimir P. Gerdt, Andreas G. Weber, Dominik L. Michels
Symbolic-Numeric Integration of the Dynamical Cosserat Equations. CASC (2017)
Matthias Müller, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem
Teaching UAVs to Race Using UE4Sim. CoRR (2017)
Stefan Feess, Kathrin Kurfiss, Ronald Fedkiw, Dominik L. Michels
Accurate simulation of wound healing and skin deformation. Symposium on Computer Animation (2016)
Dominik L. Michels, J. Paul T. Mueller
Discrete computational mechanics for stiff phenomena. SIGGRAPH ASIA Courses (2016)
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)
Dominik L. Michels, Mathieu Desbrun
A semi-analytical approach to molecular dynamics. J. Comput. Phys. 303 (2015)
Wei-Lun Chao, Justin Solomon, Dominik L. Michels, Fei Sha
Exponential Integration for Hamiltonian Monte Carlo. ICML (2015)
Dominik L. Michels
Semianalytische Algorithmen für Steife Cauchyprobleme. Ausgezeichnete Informatikdissertationen (2014)