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Teaching & Student Projects

Please register at the E-Learning System Stud-IP for our lectures. General and actual information can be found on the corresponding StudIP pages.

Lectures

Nonlinear Dynamics

Introduction to phenomena and methods in nonlinear dynamics. Lectures with integrated problems.

Advanced Topics in Vibration

Course on selected topics in vibrations. Lectures and work on problems with a seminar.

Linear and Nonlinear Waves

Course on phenomena and methods in linear and nonlinear waves. Lectures and work on selected problems with a seminar.

Vibration Theory

Introduction to physical principles and mathematical treatment of vibrations. Lectures and integrated problems.

The Dynamics Group supports E-Learning

All lectures are accompanied by a StudIP group to share lecture notes as well as organisatorial details.

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Student Projects and Thesis Topics

Nonlinear vibration localisation in a mistuned lumped mass model

Master's ThesisProjectComplex Dynamics

Turbines are complex machines that are used in a variety of applications such as power generation, aviation and marine propulsion. However, turbines…

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Deep learning for the prediction of wave surface elevation from remote measurements

Master's ThesisProjectMachine Learning DynamicsOffshore Dynamics

The phase-resolved prediction of water waves is a major challenge due to their complex spatio-temporal dynamics. Forecasts are usually performed by…

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Machine Learning with JAX

ProjectMachine Learning Dynamics

The diverse landscape of machine learning frameworks has recently grown by JAX1. JAX makes use of XLA and allows for execution on GPU, hence leading…

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Temporal convolutional networks for brake noise prediction

ProjectMachine Learning DynamicsComplex Dynamics

The Dynamics Group happy to announce that we are currently looking for a highly motivated, independently working and ambitious student for a project…

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Data-based analysis of a real-world brake system

Master's ThesisProjectMachine Learning DynamicsComplex Dynamics

The Dynamics Group happy to announce that we are currently looking for a highly motivated, independently working and ambitious student for a project…

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Visual analysis of machine learning convergence

ProjectMachine Learning Dynamics

Supervised machine learning (ML) models typically have millions of parameter which are adjusted during training to minimize the so-called loss…

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Implementation of a fast and flexible data pipeline for cutting-edge machine learning performance

ProjectMachine Learning Dynamics

The training of machine learning (ML) models relies on large amounts of training data to achieve competing performance. Big data applications require…

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Feasibility study of a stationary forecast system for offshore wind parks

Master's ThesisOffshore Dynamics

Due to the higher resource (faster and more regular wind) and minimized impact on human activities, more and more wind parks are installed offshore…

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Analysis of the performance and stability of aero-engines during crosswind and take-off conditions

Master's ThesisProjectComplex Dynamics

The aim of project is analyse the performance and stability of aero-engines during crosswind and take-off conditions. The work is carried out using…

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On the aerodynamics of compressor tip leakage flow using hybrid RANS/LES simulations

Master's ThesisProjectComplex Dynamics

Compressor is an essential component in aircraft engines, gas turbines, automotive turbochargers, etc. Its aerodynamic performances are highly…

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Datenanalyse von Brücken und Messungen der Baudynamik

Master's ThesisInternshipMachine Learning DynamicsComplex Dynamics

Werkstudent/Masterand im Bereich Datenanalyse von Brücken und Messungen der Baudynamik. Das Verkehrsaufkommen steigt und gleichzeitig weisen immer…

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Implementation of the basin stability concept in programming language Julia

Master's ThesisInternshipMachine Learning DynamicsComplex Dynamics

The Dynamics Group is currently working on an open-source software package for computing the basin stability of nonlinear dynamical systems. The basin…

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Unsolicited Application

Feel free to approach us! If you are interested in our research and you are looking for a student project or thesis topic in our area of research - send us an unsolicited application. Please include details on your personal research interests as well as a short overview on completed works and/or projects. Programming experience (Python, C++, Matlab, ...) is in many cases beneficial but not mandatory.  We are looking forward to getting in touch with you.