Evelyn Herberg
Since August 2021 I am a Postdoctoral Researcher at the
Center for Mathematics and Artificial Intelligence (CMAI)
and Department of Mathematical Sciences
in the research group of Prof. Dr. Harbir Antil.
Contact Information
George Mason University
4400 University Drive
Exploratory Hall, room 4104
Fairfax, Virginia 22030
E-mail : eherberg [at] gmu.edu
Short CV
- since 08/21 : PostDoc at George Mason University, Fairfax, VA, U.S.A.
- 04/19 - 08/21 : Research assistant and Ph.D. student at University of Koblenz-Landau
- 06/21 : Dr. rer. nat. Mathematik, University of Koblenz-Landau
- 2020 : Certificates in Machine Learning and Deep Learning
- 10/17 - 03/19 : Research assistant and Ph.D. student at University of Hamburg
- 09/17 : M.Sc. Wirtschaftsmathematik, University of Hamburg
- 09/15 : B.Sc. Wirtschaftsmathematik, University of Hamburg
Publications
Dissertation and Theses
- PhD Dissertation: Sparse discretization of sparse control problems with measures, University of Koblenz-Landau, 2021.
- Master thesis: "Variational discretization of parabolic control problems in space-time measure spaces", University of Hamburg, 2017.
- Bachelor thesis: "Das augmentierte Lagrange-Verfahren und dessen Anwendung auf semi-definite Programme", University of Hamburg, 2015.
Conference Talks and Posters
- The Finite Element Circus Spring 2022, Gainesville, FL, USA, April 2022.
Talk: "An Optimal Time Variable Learning Framework for DNNs".
- East Coast Optimization Meeting 2022, Fairfax, VA, USA, March 2022.
Talk: "An Optimal Time Variable Learning Framework for DNNs".
- The Finite Element Circus Fall 2021, State College, PA, USA, November 2021.
Talk: "Sketching in dynamic constrained optimization".
- 44th SIAM Southeastern Atlantic Section Conference, Auburn, AL, USA, September 2021.
Talks: "Variational discretization for optimal control with BV functions based on the mixed formulation" and "Sparse discretization of optimal control problems with PDEs".
- IFIP TC 7 Conference on System Modeling and Optimization, Quito, Ecuador, August 2021.
Talk: "Variational discretization applied to sparse control problems with BV functions".
- GAMM 91st Annual Meeting, Kassel, Germany, March 2021.
Talk: "Variational discretization approach applied to an optimal control problem with bounded measure controls".
- Workshop: New trends in PDE constrained optimization, Linz, Austria, October 2019 .
Talk: "Variational discretization of PDE constrained optimal control problems with measure controls".
- International Congress on Industrial and Applied Mathematics, Valencia, Spain, July 2019 .
Talk: "Sparse discretization in PDE constrained optimization with measure controls" and Poster.
- GAMM 90th Annual Meeting, Vienna, Austria, February 2019 .
Talk: "Sparse discretization of sparse control problems" and Poster: "Studentchapter Hamburg".
- Model Order Reduction Summer School, Hamburg, Germany, September 2018 .
Talk: "Introduction to optimal control".
- IFIP TC 7 Conference on System Modeling and Optimization, Essen, Germany, July 2018 .
Talk: "Maximal discrete sparsity in parabolic optimal control with measures".
- Young Researchers Meeting and CSE Workshop, Plön, Germany, March 2018 .
Talk: "Time-sparse discretization for parabolic optimal control with measures".
- Winter School Modern Methods in Nonsmooth Optimization, Würzburg, Germany, February 2018 .
Poster: "Time-sparse discretization for parabolic optimal control with measures".
Other Invited Talks
- Lothar-Collatz-Seminar, University of Hamburg, Germany, January 2020.
"Variational discretization approach applied to an optimal control problem with bounded measure controls".
Organization
Teaching
- Spring 22: Research Interaction and Training Seminar (George Mason University)
- Summer term 21: Tutor for Optimization 1 (University of Koblenz-Landau)
- Winter term 20/21: Tutor for Optimization 2 and Applied Differential Equations (University of Koblenz-Landau)
- Summer term 20: Tutor for Optimization 1 (University of Koblenz-Landau)
- Winter term 19/20: Tutor for Optimization 2 (University of Koblenz-Landau)
- Summer term 19: Tutor for Optimization 1 (University of Koblenz-Landau)
- Winter term 18/19: Tutor for Numerics (University of Hamburg)
- Summer term 18: Tutor for Optimization (University of Hamburg)
- Winter term 17/18: Tutor for Differential Equations 1 (Hamburg University of Technology)
- Summer term 17: Tutor for Optimization (University of Hamburg)
- Winter term 16/17: Tutor for the mathematical preparation course for students of mathematics , Tutor for Numerics, Tutor for "girls go math" (University of Hamburg)
- Summer term 16: Tutor for Linear Algebra 2 (University of Hamburg)
- Winter term 15/16: Tutor for the mathematical preparation course for students of business administration, Tutor for Linear Algebra 1 (University of Hamburg)
- Summer term 15: Tutor for Optimization (University of Hamburg)
- Winter term 14/15: Tutor for Numerics (University of Hamburg)