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Mike Y. Michelis
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An Overview of Soft Robotics
O Yasa, Y Toshimitsu, MY Michelis, LS Jones, M Filippi, T Buchner, ...
Annual Review of Control, Robotics, and Autonomous Systems 6, 1-29, 2023
732023
Sim-to-real for soft robots using differentiable fem: Recipes for meshing, damping, and actuation
M Dubied, MY Michelis, A Spielberg, RK Katzschmann
IEEE Robotics and Automation Letters 7 (2), 5015-5022, 2022
322022
Fast aquatic swimmer optimization with differentiable projective dynamics and neural network hydrodynamic models
E Nava, JZ Zhang, MY Michelis, T Du, P Ma, BF Grewe, W Matusik, ...
International Conference on Machine Learning, 16413-16427, 2022
112022
Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains
LE Lingsch, MY Michelis, E de Bezenac, SM Perera, RK Katzschmann, ...
Forty-first International Conference on Machine Learning, 2024
9*2024
On linear interpolation in the latent space of deep generative models
MY Michelis, Q Becker
ICLR 2021 Workshop on Geometrical and Topological Representation Learning, 2021
82021
Planar Modeling and Sim-to-Real of a Tethered Multimaterial Soft Swimmer Driven by Peano-HASELs
SD Gravert, MY Michelis, S Rogler, D Tscholl, T Buchner, ...
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022
52022
Low-voltage electrohydraulic actuators for untethered robotics
SD Gravert, E Varini, A Kazemipour, MY Michelis, T Buchner, R Hinchet, ...
Science Advances 10 (1), eadi9319, 2024
32024
Aquarium: A Fully Differentiable Fluid-Structure Interaction Solver for Robotics Applications
JH Lee, MY Michelis, R Katzschmann, Z Manchester
International Conference on Robotics and Automation (ICRA), 2023
32023
Physics-constrained Unsupervised Learning of Partial Differential Equations using Meshes
MY Michelis, RK Katzschmann
arXiv preprint arXiv:2203.16628, 2022
22022
Sim-to-Real of Soft Robots with Learned Residual Physics
J Gao, MY Michelis, A Spielberg, RK Katzschmann
arXiv preprint arXiv:2402.01086, 2024
12024
Bilayered Biofabrication Unlocks the Potential of Skeletal Muscle for Biohybrid Soft Robots
A Balciunaite, O Yasa, M Filippi, MY Michelis, RK Katzschmann
2024 IEEE 7th International Conference on Soft Robotics (RoboSoft), 525-530, 2024
2024
Modeling and Simulation of Rigid-Soft Hybrid HASEL-Actuated Robotic Swimmers
MY Michelis, SD Gravert, RK Katzschmann
IROS 2022 Workshop Soft Robots for Humanity, 2022
2022
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