cv
Basics
| Name | April Herwig |
| Label | Mathematician |
| Url | https://April-Hannah-Lena.github.io/ |
| Summary | Student of applied mathematics |
Work
- 2021.10 - Present
Education
Skills
| Scientific Computing | |
| Python | |
| Julia | |
| MATLAB |
| Machine Learning | |
| Theoretical course knowledge & practical work experience | |
| Classical methods | |
| Modern advancements e.g. Neural differential equations, PINNs |
| Optimization Methods | |
| nonlinear problems | |
| linear integer problems | |
| mixed integer problems |
Languages
| English | |
| Bilingual native speaker |
| German | |
| Bilingual native speaker |
Interests
| Dynamical Systems | |
| Ergodic theory | |
| Koopmanism |
| Numerical Analysis | |
| Pseudospectral methods | |
| Galerkin methods |
| Functional Analysis | |
| Spectral theory, in particular continuous spectrum & spectral measures |
| Probability Theory | |
| Random dynamical systems |
References
| Professor Oliver Junge (TUM) | |
| 2024-01-02 |
| Professor Martin Rasmussen (Imperial College London) | |
| 2023-12-02 |
| Alexander Bogensperger (German Research Institute for Energy Economics (FfE)) | |
| 2022-10-04 |
Projects
- 2021.10 - Present
GAIO.jl
Ulam's method for numerical analysis of dynamical systems
- Invariant set computation
- Transfer- and Koopman operator theory
- Homological algebra and Conley-Morse index theory
- 2022.03 - 2022.05
InDEED
Machine learning and simulation of decentralized energy networks
- Statistical error quantification of skewed, multiple-scale data
- Machine learning for optimal energy distribution