I am a postdoctoral researcher at the Scientific Computing and Optimization group at the Interdisciplinary Center for Scientific Computing of Heidelberg University since September 2022.
Furthermore, I am vice-president of the GAMM Juniors and treasurer of EMYA.
You can find my CV here.
Research Interests
My research mainly focuses on
- Mathematical Machine Learning
- Optimal Control with Partial Differential Equations
- Adaptive Algorithms
- Variational Discretization
Current and Upcoming Projects
Operator Learning for Optimal Control: Approximation and Statistical Theory
Start: 2025-01-01
End: 2027-12-31
Principal Investigators: Evelyn Herberg,
Jakob Zech,
Sven Wang
Staff: Mario Marić, Duc Ly Hoang
Funded by:
DFG
within the
Priority Program funding scheme
Part of: Theoretical Foundations of Deep Learning
(SPP 2298)

Start: 2025-01-01
End: 2027-12-31
Principal Investigators: Evelyn Herberg, Jakob Zech, Sven Wang
Staff: Mario Marić, Duc Ly Hoang
Funded by: DFG within the Priority Program funding scheme
Part of: Theoretical Foundations of Deep Learning (SPP 2298)
End: 2027-12-31
Principal Investigators: Evelyn Herberg, Jakob Zech, Sven Wang
Staff: Mario Marić, Duc Ly Hoang
Funded by: DFG within the Priority Program funding scheme
Part of: Theoretical Foundations of Deep Learning (SPP 2298)
Latest Publications
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Environmental and mental sustainability in academiaEuropean Mathematical Society Magazine 134, p.50-52, 2024
bibtex
@ARTICLE{DeBlasiAngelesGarciaFerreroHerberg:2024:1, AUTHOR = {De Blasi, Irene and Ángeles García-Ferrero, María and Herberg, Evelyn}, PUBLISHER = {European Mathematical Society}, DATE = {2024-12}, DOI = {10.4171/mag/226}, JOURNALTITLE = {European Mathematical Society Magazine}, PAGES = {50--52}, TITLE = {Environmental and mental sustainability in academia}, VOLUME = {134}, }
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An inexact semismooth Newton method with application to adaptive randomized sketching for dynamic optimizationFinite Elements in Analysis and Design 228, 2024
bibtex
@ARTICLE{AlshehriAntilHerbergKouri:2024:1, AUTHOR = {Alshehri, Mohammed and Antil, Harbir and Herberg, Evelyn and Kouri, Drew P.}, PUBLISHER = {Elsevier BV}, DATE = {2024-01}, DOI = {10.1016/j.finel.2023.104052}, JOURNALTITLE = {Finite Elements in Analysis and Design}, PAGES = {104052}, TITLE = {An inexact semismooth Newton method with application to adaptive randomized sketching for dynamic optimization}, VOLUME = {228}, }
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Sensitivity-based layer insertion for residual and feedforward neural networks,
2023
bibtex
@ONLINE{HerbergHerzogKoehneKreisSchiela:2023:1, AUTHOR = {Herberg, Evelyn and Herzog, Roland and Köhne, Frederik and Kreis, Leonie and Schiela, Anton}, DATE = {2023-11}, EPRINT = {2311.15995}, EPRINTTYPE = {arXiv}, TITLE = {Sensitivity-based layer insertion for residual and feedforward neural networks}, }
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Variationelle Diskretisierung für Optimale Steuerung mit MaßkontrollenMitteilungen der Deutschen Mathematiker-Vereinigung 31(3), p.156-159, 2023
bibtex
@ARTICLE{Herberg:2023:2, AUTHOR = {Herberg, Evelyn}, PUBLISHER = {Walter de Gruyter}, DATE = {2023-09}, DOI = {10.1515/dmvm-2023-0053}, JOURNALTITLE = {Mitteilungen der Deutschen Mathematiker-Vereinigung}, NUMBER = {3}, PAGES = {156--159}, TITLE = {Variationelle Diskretisierung für Optimale Steuerung mit Maßkontrollen}, VOLUME = {31}, }
Recent Teaching
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2025 SSMathematical Machine Learning (Seminar)
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2024 SSNonlinear Optimization (Lecture)
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2023 WSGrundlagen der Optimierung (Lecture)
Currently Supervising
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M.Sc. Thesis of
Genodesic: Trajectory Reconstruction in Single-Cell Sequencing Data using Score Based MethodsM.Sc. Mathematik, Heidelberg UniversitySupervision: Evelyn Herberg, Simon Anders and Roland Herzog
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B.Sc. Thesis of
Invexe OptimierungB.Sc. MathematikSupervision: Roland Herzog and Evelyn Herberg
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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2023-09-25 -- 2023-09-27 European Conference on Computational Optimization (EUCCO)