Search Results for author: Kathrin Flaßkamp

Found 3 papers, 2 papers with code

Optimization-based motion primitive automata for autonomous driving

no code implementations25 Jan 2024 Matheus V. A. Pedrosa, Patrick Scheffe, Bassam Alrifaee, Kathrin Flaßkamp

Trajectory planning for autonomous cars can be addressed by primitive-based methods, which encode nonlinear dynamical system behavior into automata.

Autonomous Driving Multiobjective Optimization +1

Hamiltonian Neural Networks with Automatic Symmetry Detection

1 code implementation19 Jan 2023 Eva Dierkes, Christian Offen, Sina Ober-Blöbaum, Kathrin Flaßkamp

Recently, Hamiltonian neural networks (HNN) have been introduced to incorporate prior physical knowledge when learning the dynamical equations of Hamiltonian systems.

Symmetry Detection Total Energy

Multi-Objective Model-Predictive Control for Dielectric Elastomer Wave Harvesters

1 code implementation7 Dec 2022 Matthias K. Hoffmann, Lennart Heib, Gianluca Rizzello, Giacomo Moretti, Kathrin Flaßkamp

This contribution deals with multi-objective model-predictive control (MPC) of a wave energy converter (WEC) device concept, which can harvest energy from sea waves using a dielectric elastomer generator (DEG) power take-off system.

Model Predictive Control

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