I have been the deputy group leader and a postdoctoral researcher at the Scientific Computing and Optimization group at the Interdisciplinary Center for Scientific Computing of Heidelberg University since September 2021.
You can find my CV here.
Research Interests
My research mainly focuses on
- nonsmooth optimization
- optimal control of PDEs
- multiobjective optimization
- (nonlinear) preconditioning
Latest Publications
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Solving semi-linear elliptic optimal control problems with $L^1$-cost via regularization and RAS-preconditioned Newton methods,
2024
bibtex
@ONLINE{CiaramellaKartmannMueller:2024:1, AUTHOR = {Ciaramella, Gabriele and Kartmann, Michael and Müller, Georg}, DATE = {2024-11}, EPRINT = {2411.00546}, EPRINTTYPE = {arXiv}, TITLE = {Solving semi-linear elliptic optimal control problems with $L^1$-cost via regularization and RAS-preconditioned Newton methods}, }
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A descent method for nonsmooth multiobjective optimization in Hilbert spacesJournal of Optimization Theory and Applications 203(1), p.455-487, 2024
bibtex
@ARTICLE{SonntagGebkenMuellerPeitzVolkwein:2024:1, AUTHOR = {Sonntag, Konstantin and Gebken, Bennet and Müller, Georg and Peitz, Sebastian and Volkwein, Stefan}, PUBLISHER = {Springer Science and Business Media LLC}, DATE = {2024-09}, DOI = {10.1007/s10957-024-02520-4}, JOURNALTITLE = {Journal of Optimization Theory and Applications}, NUMBER = {1}, PAGES = {455--487}, TITLE = {A descent method for nonsmooth multiobjective optimization in Hilbert spaces}, VOLUME = {203}, }
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Multiobjective optimization of non-smooth PDE-constrained problems,
2023
bibtex
@ONLINE{BernreutherDellnitzGebkenMuellerPeitzSonntagVolkwein:2023:1, AUTHOR = {Bernreuther, Marco and Dellnitz, Michael and Gebken, Bennet and Müller, Georg and Peitz, Sebastian and Sonntag, Konstantin and Volkwein, Stefan}, DATE = {2023-08}, EPRINT = {2308.01113}, EPRINTTYPE = {arXiv}, TITLE = {Multiobjective optimization of non-smooth PDE-constrained problems}, }
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Efficient scalarization in multiobjective optimal control of a nonsmooth PDEComputational Optimization and Applications, 2022
bibtex
@ARTICLE{BernreutherMuellerVolkwein:2022:2, AUTHOR = {Bernreuther, Marco and Müller, Georg and Volkwein, Stefan}, PUBLISHER = {Springer Science and Business Media LLC}, DATE = {2022-08}, DOI = {10.1007/s10589-022-00390-y}, JOURNALTITLE = {Computational Optimization and Applications}, TITLE = {Efficient scalarization in multiobjective optimal control of a nonsmooth PDE}, }
Recent Teaching
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2024 WSGrundlagen der Optimierung (Lecture)
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2024 WSInfinite-Dimensional Optimization (Lecture)
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2024 WSMathematical Machine Learning (Seminar)
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2024 SSLineare Algebra II (Lecture)
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2023 WSLineare Algebra I (Lecture)
Currently Supervising
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B.Sc. Thesis of
Sorting by Linear ProgrammingB.Sc. Mathematik, Heidelberg UniversitySupervision: Roland Herzog and Georg Müller
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B.Sc. Thesis of
Lineare Kleinste-Quadrate-Aufgaben mit mehreren ModellenB.Sc. Mathematik, Heidelberg UniversitySupervision: Roland Herzog and Georg Müller
Recent Events Organized
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2025-09-01 -- 2025-09-05 European Conference on Numerical Mathematics and Advanced Applications (ENUMATH)
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2025-02-22 -- 2025-03-01 Heidelberg Seminar on Optimal Control
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2024-02-24 -- 2024-03-02 Heidelberg Seminar on Optimal Control
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2023-09-25 -- 2023-09-27 European Conference on Computational Optimization (EUCCO)