Curriculum Vitae
Work Experience & Positions
Since Feb 2023
Merantix Momentum GmbHStaff Machine Learning Researcher
• since Mar 2024 Staff Machine Learning Researcher
• May 2023 - Feb 2024 Research Team Lead
• Feb 2023 - Apr 2023 Senior Machine Learning Researcher
![image](http://martingenzel.com/wp-content/uploads/logos/logo_mxm_small.png)
Apr 2022 - Jan 2023
Helmholtz Zentrum Berlin für Materialien und EnergieScientific Employee - Machine Learning Scientist
Member of the department "Optics and Beamlines"
• Research on machine learning solutions for the design and optimization of synchrotron beamlines
• Development of new machine learning algorithms for Laplace transform inversion (with application to residual stress depth profiling)
![image](http://martingenzel.com/wp-content/uploads/logos/logo_hzb.png)
Apr 2020 - Mar 2022
Utrecht University, Mathematical InstituteScientific Employee - Postdoctoral Researcher
Member of the group of Prof. Dr. Sjoerd Dirksen
• Large-scale empirical study of the adversarial robustness and reliability of deep neural networks for inverse problems
• Development of data-driven models for computational imaging (focus on medical imaging problems)
• Capacity analysis of random neural networks
![image](http://martingenzel.com/wp-content/uploads/logos/logo_uu.png)
Jul 2015 - Mar 2020
Technische Universität Berlin, Department of MathematicsScientific Employee - (Post)doctoral Researcher
Member of the group "Applied Functional Analysis" of Prof. Dr. Gitta Kutyniok
• Study of the LASSO algorithm under non-linear observations
• Complexity analysis of convex regularization for sparse recovery & compressed sensing
• Interdisciplinary projects in bioinformatics & communication
![image](http://martingenzel.com/wp-content/uploads/logos/logo_tuberlin.png)
Jun 2013 - Jun 2015
Technische Universität Berlin, Department of MathematicsStudent Research Assistant
Member of the group "Applied Functional Analysis" of Prof. Dr. Gitta Kutyniok
• Research in mathematical imaging & applied harmonic analysis
![image](http://martingenzel.com/wp-content/uploads/logos/logo_tuberlin.png)
Feb 2010 - May 2013
Helmholtz Zentrum Berlin für Materialien und EnergieStudent Research Assistant
Member of the group of Prof. Dr. Christoph Genzel
• Development of EDDIDAT: MATLAB software for the analysis of energy-dispersive X-Ray-spectra
![image](http://martingenzel.com/wp-content/uploads/logos/logo_hzb.png)
Academic Education
May 2019
Technische Universität BerlinPh.D. in Mathematics (Summa cum laude)
Thesis: "The Mismatch Principle and L1-Analysis Compressed Sensing: A Unified Approach to Estimation Under Large Model Uncertainties and Structural Constraints", Advisor: Prof. Dr. Gitta Kutyniok
![image](http://martingenzel.com/wp-content/uploads/logos/logo_tuberlin.png)
Jun 2015
Technische Universität BerlinM.Sc. in Mathematics (Overall grade: 1.0)
Thesis: "Sparse Proteomics Analysis: Toward a Mathematical Foundation of Feature Selection and Disease Classification", Advisor: Prof. Dr. Gitta Kutyniok
![image](http://martingenzel.com/wp-content/uploads/logos/logo_tuberlin.png)
Sep 2013
Technische Universität BerlinB.Sc. in Mathematics (Overall grade: 1.0)
Thesis: "Analysis von Inpainting mittels Hybrid-Shearlets und Clustered Sparsity" (in german), Advisor: Prof. Dr. Gitta Kutyniok
![image](http://martingenzel.com/wp-content/uploads/logos/logo_tuberlin.png)
Honors & Awards
Nov 2021
Winner of the Helsinki Deblur Challenge 2021
Jointly with team members Theophil Trippe, Jan Macdonald, and Maximilian März [Website|Code]; Challenge sponsored by the Finnish Inverse Problems Society (FIPS)
![image](http://martingenzel.com/wp-content/uploads/logos/logo_fips.png)
Jun 2021
Winner of the AAPM Grand Challenge "Deep Learning for Inverse Problems"
Jointly with team members Jan Macdonald and Maximilian März [Website|Code]; Challenge sponsored by the American Association of Physicists in Medicine (AAPM)
![image](http://martingenzel.com/wp-content/uploads/logos/logo_aapm.png)
Dec 2020
BIMoS Ph.D. Award
Prize for outstanding dissertation by the Berlin International Graduate School in Model and Simulation based Research (BIMoS), based at TU Berlin
![image](http://martingenzel.com/wp-content/uploads/logos/logo_tuberlin.png)
Jan 2017
Election as GAMM Junior
Junior fellow of the International Association of Applied Mathematics and Mechanics (GAMM)
![image](http://martingenzel.com/wp-content/uploads/logos/logo_gamm.png)
Oct 2014 - Jun 2015
Deutschlandstipendium
German scholarship programme for talented students
![image](http://martingenzel.com/wp-content/uploads/logos/logo_dtlstip.png)