I joined Heidelberg University in April 2021 and established the group Scientific Computing and Optimization (SCOOP) at the Interdisciplinary Center for Scientific Computing (IWR).
You can find my CV here.
Research interests
My research interests include
- optimal control of partial differential equations
- large-scale optimization and its applications
- numerical linear algebra
- optimal experimental design
- optimization on manifolds
- numerical methods for partial differential equations
Recent teaching
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2023 WSLineare Algebra I (Lecture)
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2023 WSMathematical Machine Learning (Seminar)
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2023 SSAusgewählte Kapitel der Optimierung (Seminar)
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2023 SSDiscrete Differential Geometry (Seminar)
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2022 WSGrundlagen der Optimierung (Lecture)
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2022 WSIntroduction to Optimization (Short course)
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2022 SSAusgewählte Kapitel der Optimierung (Seminar)
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2022 SSEinführung in die Numerik (Lecture)
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2021 WSGrundlagen der Optimierung (Lecture)
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2021 SSTopics in Optimization (Seminar)
Recent events organized
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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)
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2023-02-25 -- 2023-03-04 Heidelberg Seminar on Optimal Control
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2022-10-17 -- 2023-02-18 Optimization Seminar
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2022-04-20 -- 2022-08-02 Optimization Seminar
Currently supervising
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M.Sc. Thesis of
Prediction of Optimal Trajectories by Neural NetworksM.Sc. Mathematik, Heidelberg UniversitySupervision: Roland Herzog and Evelyn Herberg
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B.Sc. Thesis of
Der PageRank-Algorithmus und Erweiterungen50% B.Sc. Mathematik, Heidelberg UniversitySupervision: Roland Herzog and Viktor Martinek
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B.Sc. Thesis of
Parametric Linear Optimization Using Neural NetworksB.Sc. Mathematik, Heidelberg UniversitySupervision: Roland Herzog and Evelyn Herberg
Latest publications
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The proximal map of the weighted mean absolute errorPAMM, 2023
bibtex
@ARTICLE{BaumgaertnerHerzogSchmidtWeiss:2023:1, AUTHOR = {Baumgärtner, Lukas and Herzog, Roland and Schmidt, Stephan and Weiß, Manuel}, PUBLISHER = {Wiley}, DATE = {2023-09}, DOI = {10.1002/pamm.202300042}, JOURNALTITLE = {PAMM}, TITLE = {The proximal map of the weighted mean absolute error}, EPRINT = {2209.13545}, EPRINTTYPE = {arXiv}, }
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Recurrent ventricular tachycardia originating from the "LV summit" effectively eliminated by stereotactic irradiation - a case reportHeartRhythm Case Reports, 2023
bibtex
@ARTICLE{MagesSteinfurtRahmThomasMajidiKehrleAndreSeidensaalRheinWengenmayerGressleWestermannHerzogDebusFreyLugenbiel:2023:1, AUTHOR = {Mages, Christine and Steinfurt, Johannes and Rahm, Ann-Kathrin and Thomas, Dierk and Majidi, Reyhaneh and Kehrle, Florian and André, Florian and Seidensaal, Katharina and Rhein, Bernhard and Wengenmayer, Tobias and Gressle, Alexander and Westermann, Dirk and Herzog, Roland and Debus, Jürgen and Frey, Norbert and Lugenbiel, Patrick}, PUBLISHER = {Elsevier BV}, DATE = {2023-08}, DOI = {10.1016/j.hrcr.2023.08.009}, JOURNALTITLE = {HeartRhythm Case Reports}, TITLE = {Recurrent ventricular tachycardia originating from the "LV summit" effectively eliminated by stereotactic irradiation - a case report}, }
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Preconditioning for a phase-field model with application to morphology evolution in organic semiconductorsCommunications in Computational Physics 34(1), p.1-17, 2023
bibtex
@ARTICLE{BergermannDeibelHerzogMacKenziePietschmannStoll:2023:1, AUTHOR = {Bergermann, Kai and Deibel, Carsten and Herzog, Roland and MacKenzie, Roderick C. I. and Pietschmann, Jan-Frederik and Stoll, Martin}, PUBLISHER = {Global Science Press}, DATE = {2023-06}, DOI = {10.4208/cicp.oa-2022-0115}, EPRINT = {2204.03575}, EPRINTTYPE = {arXiv}, JOURNALTITLE = {Communications in Computational Physics}, NUMBER = {1}, PAGES = {1--17}, TITLE = {Preconditioning for a phase-field model with application to morphology evolution in organic semiconductors}, VOLUME = {34}, }
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Proof of concept for fast equation of state development using an integrated experimental-computational approachInternational Journal of Thermophysics 44(7), 2023
bibtex
@ARTICLE{FrotscherMartinekFingerhutYangVrabecHerzogRichter:2023:1, AUTHOR = {Frotscher, Ophelia and Martinek, Viktor and Fingerhut, Robin and Yang, Xiaoxian and Vrabec, Jadran and Herzog, Roland and Richter, Markus}, PUBLISHER = {Springer Science and Business Media LLC}, DATE = {2023-05}, DOI = {10.1007/s10765-023-03197-z}, JOURNALTITLE = {International Journal of Thermophysics}, NUMBER = {7}, TITLE = {Proof of concept for fast equation of state development using an integrated experimental-computational approach}, VOLUME = {44}, }
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Optimal control of the stationary Kirchhoff equationComputational Optimization and Applications 85(2), p.479-508, 2023
bibtex
@ARTICLE{HashemiHerzogSurowiec:2023:1, AUTHOR = {Hashemi, Masoumeh and Herzog, Roland and Surowiec, Thomas M.}, DATE = {2023-03-13}, DOI = {10.1007/s10589-023-00463-6}, EPRINT = {2112.01067}, EPRINTTYPE = {arXiv}, JOURNALTITLE = {Computational Optimization and Applications}, NUMBER = {2}, PAGES = {479--508}, TITLE = {Optimal control of the stationary Kirchhoff equation}, VOLUME = {85}, }