Dominik Ludewig Michels

Orcid: 0000-0002-1621-325X

Affiliations:
  • King Abdullah University of Science and Technology, KAUST, Visual Computing Center, Thuwal, Saudi Arabia
  • TU Darmstadt, Germany
  • Stanford University, USA (former)


According to our database1, Dominik Ludewig Michels authored at least 65 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Scintilla: Simulating Combustible Vegetation for Wildfires.
ACM Trans. Graph., July, 2024

Cyclogenesis: Simulating Hurricanes and Tornadoes.
ACM Trans. Graph., July, 2024

Flexible Kokotsakis Meshes with Skew Faces: Generalization of the Orthodiagonal Involutive Type.
Comput. Aided Des., March, 2024

Perm: A Parametric Representation for Multi-Style 3D Hair Modeling.
CoRR, 2024

Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations.
CoRR, 2024

On the Algorithmic Recovering of Coefficients in Linearizable Differential Equations.
CoRR, 2024

LAESI: Leaf Area Estimation with Synthetic Imagery.
CoRR, 2024

A Lennard-Jones Layer for Distribution Normalization.
CoRR, 2024

Gazebo Plants: Simulating Plant-Robot Interaction with Cosserat Rods.
CoRR, 2024

On the Algorithmic Verification of Nonlinear Superposition for Systems of First Order Ordinary Differential Equations.
CoRR, 2024

Generating Diverse Agricultural Data for Vision-Based Farming Applications.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
A Current Loop Model for the Fast Simulation of Ferrofluids.
IEEE Trans. Vis. Comput. Graph., December, 2023

Rhizomorph: The Coordinated Function of Shoots and Roots.
ACM Trans. Graph., August, 2023

Recognizing the Shape and Size of Tundra Lakes in Synthetic Aperture Radar (SAR) Images Using Deep Learning Segmentation.
Remote. Sens., March, 2023

Deep Aramaic: Towards a Synthetic Data Paradigm Enabling Machine Learning in Epigraphy.
CoRR, 2023

Zero-Level-Set Encoder for Neural Distance Fields.
CoRR, 2023

A Physically-inspired Approach to the Simulation of Plant Wilting.
Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

Urbanflow: Designing Comfortable Outdoor Areas.
Proceedings of the Annual Modeling and Simulation Conference, 2023

2022
A fast unsmoothed aggregation algebraic multigrid framework for the large-scale simulation of incompressible flow.
ACM Trans. Graph., 2022

Ecoclimates: climate-response modeling of vegetation.
ACM Trans. Graph., 2022

DCGrid: An Adaptive Grid Structure for Memory-Constrained Fluid Simulation on the GPU.
Proc. ACM Comput. Graph. Interact. Tech., 2022

UrbanFlow: Designing Comfortable Outdoor Areas.
CoRR, 2022

RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021
Learning to reconstruct botanical trees from single images.
ACM Trans. Graph., 2021

Ships, splashes, and waves on a vast ocean.
ACM Trans. Graph., 2021

Weatherscapes: nowcasting heat transfer and water continuity.
ACM Trans. Graph., 2021

Fire in paradise: mesoscale simulation of wildfires.
ACM Trans. Graph., 2021

Efficient exponential time integration for simulating nonlinear coupled oscillators.
J. Comput. Appl. Math., 2021

Synthetic 3D Data Generation Pipeline for Geometric Deep Learning in Architecture.
CoRR, 2021

Accurately Solving Rod Dynamics with Graph Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Surface-only ferrofluids.
ACM Trans. Graph., 2020

Stormscapes: simulating cloud dynamics in the now.
ACM Trans. Graph., 2020

On the algorithmic linearizability of nonlinear ordinary differential equations.
J. Symb. Comput., 2020

Domain Adaptation with Morphologic Segmentation.
CoRR, 2020

Accurately Solving Physical Systems with Graph Learning.
CoRR, 2020

Wind Erosion: Shape Modifications by Interactive Particle-based Erosion and Deposition.
Proceedings of the 19th ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2020, 2020

Interactive Wood Fracture.
Proceedings of the 19th ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2020, 2020

Contact Linearizability of Scalar Ordinary Differential Equations of Arbitrary Order.
Proceedings of the Computer Algebra in Scientific Computing - 22nd International Workshop, 2020

2019
Synthetic silviculture: multi-scale modeling of plant ecosystems.
ACM Trans. Graph., 2019

On the accurate large-scale simulation of ferrofluids.
ACM Trans. Graph., 2019

OIL: Observational Imitation Learning.
Proceedings of the Robotics: Science and Systems XV, 2019

Learning a Controller Fusion Network by Online Trajectory Filtering for Vision-Based UAV Racing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Teaching UAVs to Race With Observational Imitation Learning.
CoRR, 2018

Teaching UAVs to Race: End-to-End Regression of Agile Controls in Simulation.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

A Strongly Consistent Finite Difference Scheme for Steady Stokes Flow and its Modified Equations.
Proceedings of the Computer Algebra in Scientific Computing - 20th International Workshop, 2018

A Quantitative Platform for Non-Line-of-Sight Imaging Problems.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Interactive wood combustion for botanical tree models.
ACM Trans. Graph., 2017

A stiffly accurate integrator for elastodynamic problems.
ACM Trans. Graph., 2017

Teaching UAVs to Race Using UE4Sim.
CoRR, 2017

Multi-scale terrain texturing using generative adversarial networks.
Proceedings of the 2017 International Conference on Image and Vision Computing New Zealand, 2017

Algorithmic Verification of Linearizability for Ordinary Differential Equations.
Proceedings of the 2017 ACM on International Symposium on Symbolic and Algebraic Computation, 2017

Symbolic-Numeric Integration of the Dynamical Cosserat Equations.
Proceedings of the Computer Algebra in Scientific Computing - 19th International Workshop, 2017

2016
Discrete computational mechanics for stiff phenomena.
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016 - Courses, 2016

Accurate simulation of wound healing and skin deformation.
Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation, Zurich, 2016

On the General Analytical Solution of the Kinematic Cosserat Equations.
Proceedings of the Computer Algebra in Scientific Computing - 18th International Workshop, 2016

2015
A semi-analytical approach to molecular dynamics.
J. Comput. Phys., 2015

A physically based approach to the accurate simulation of stiff fibers and stiff fiber meshes.
Comput. Graph., 2015

Exponential Integration for Hamiltonian Monte Carlo.
Proceedings of the 32nd International Conference on Machine Learning, 2015

On the Partial Analytical Solution of the Kirchhoff Equation.
Proceedings of the Computer Algebra in Scientific Computing - 17th International Workshop, 2015

2014
Exponential integrators for stiff elastodynamic problems.
ACM Trans. Graph., 2014

A Physical-Geometric Approach to Model Thin Dynamical Structures in CAD Systems.
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

Semianalytische Algorithmen für Steife Cauchyprobleme.
Proceedings of the Ausgezeichnete Informatikdissertationen 2014, 2014

Lie Symmetry Analysis for Cosserat Rods.
Proceedings of the Computer Algebra in Scientific Computing - 16th International Workshop, 2014

2013
A Mobile Application for Robust Feature Extraction and Cultivar Classification of Leaves.
J. Mobile Multimedia, 2013

A Gabor Filter-Based Approach to Leaf Vein Extraction and Cultivar Classification.
Proceedings of the Computational Science and Its Applications - ICCSA 2013, 2013


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