I am an interim professor (Vertretungsprofessor) for Computational Mathematics and research software engineer at the Applied and Computational Mathematics Research Lab at RWTH Aachen University, Germany. My research focus is on numerical methods for adaptive multi-physics simulations, research software engineering for high-performance computing, and scientific machine learning.
Interests
- Adaptive multi-physics simulations
- Scientific machine learning
- Research software engineering for high-performance computing with Julia
- Applications in fluid mechanics, aeroacoustics, and astrophysics
Education
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Dr.-Ing. in Computational Engineering Science, 2017
RWTH Aachen University, Germany
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Dipl.-Ing. in Aerospace Engineering, 2011
University of Stuttgart, Germany
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MS in Aerospace Engineering, 2010
Georgia Institute of Technology, US
Recent Publications
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Teaching
Courses and supervised students
Courses
Mathematical Principles I
Winter 2022/2023, website
Numerical Methods for Computational Fluid Dynamics
Summer 2021, website
Machine Learning in Theory and Practice
Winter 2020/2021, website
Numerical Methods for Computational Fluid Dynamics
Summer 2020, website
Machine Learning with Artificial Neural Networks
Winter 2019/2020, website
Supervised Students
PhD theses
- N. Neher, Particle-based parallel multiphysics simulations (tbd.) (expected 2027)
Master’s Theses
- H. Zunker, Robust and self-learning shock capturing with artificial neural networks (2022)
- D. Sklema, Perturbation kinetic equations for turbulence simulations (2022)
- E. Faulhaber, Octree-Based AMR on Cubed Sphere Grids with Discontinuous Galerkin Methods (2022)
- K. Scislak, Deep learning-based boundary conditions for computational aeroacoustics (2021)
- J. Odenthal, Shock capturing with articial neural networks (2021)
- M. Matysiak, Turbulence modeling with artificial neural networks for the viscous Burgers’ equation (2020)
- J. Vorspohl, A comparison between SBP-SAT and DG operators for computational aeroacoustics on non-conforming meshes (2019)
- B. Peeters, Combustion noise prediction with the direct-hybrid method for computational aeroa- coustics (2017)
- A. Niemöller, Dynamic load balancing for direct-hybrid computational aeroacoustics, 2017
- A. Mengel, Investigation of the sound generated by the flow behind a rectangular cylinder with the direct-hybrid method for computational aeroacoustics (2016)
- J. Miller, Software Cost Estimation for the Development Effort applied to Multi-node GPU Aeroa- coustics Simulations (2016)
- L. Liberson, Implementation and validation of boundary conditions for a discontinuous Galerkin- based solver for the acoustic perturbation equations (2014)
- S. Berger, Implementation and validation of an adaptive hp-refinement method for the discontinuous Galerkin spectral element method (2014)
Bachelor’s Theses
- L. Christmann, Non-reflecting boundary conditions for computational aeroacoustics based on arti- cifial neural networks (2022)
- L. Hristozova, Comparison of the discontinuous Galerkin method with SBP-SAT finite difference operators for aeroacoustics problems (2018)
- P. Antony, Development of a coupled discontinuous Galerkin–finite volume scheme, 2018
- F. Zechel, Dissipations- und Dispersionseigenschaften der unstetigen Galerkin Spektrale Elemente Methode (2016)
- A. Niemöller, Comparison of different methods for solving the acoustic perturbation equations (2015)
- M. Nicolini, Software Cost Estimation of GPU-accelerated Aeroacoustic Simulations with OpenACC (2015)
- J. Stratmann, Simulating advection-diffusion problems with the discontinuous Galerkin method (2015)
- A. Marwege, Conservative interpolation methods for nodal discontinuous Galerkin schemes (2015)
Contact
- m.schlottke-lakemper@acom.rwth-aachen.de
- +49 (241) 80-98683
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Schinkelstraße 2
52062 Aachen - I do not have regular office hours. Please make an appointment via email.