# 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