Hi. I’m Manuel, a MSc student in mathematics at the University of Bonn.

Currently:

Work

• Currently working on research projects for the research group of Ramsés Sánchez on zero-shot inference of (random) dynamical system
  • I created the following tutorial as in introduction to the library developed by our group: https://fim4science.github.io/OpenFIM/intro.html using Jupyter-book
• Previously tutored:
  • Introduction to statistics (Prof. Eberle, for mathematicians)
  • Introduction to probability theory (Prof. Eberle, for mathematicians)
  • Applied mathematics: Stochastics (Prof. Klein, for computer scientists)
  • Analysis (Dr. Welter, for computer scientists)
  • Introduction for robotics (Prof. Behnke, for computer scientists)

Lectures / Modules

• Control Systems and Reinforcement Learning
• PDE and Modelling
• Inverse Problems in Medical Imaging
• Masterthesis + seminar

Current interests:

• Probability and statistics, right now focused on estimating Hidden Markov Processes (HMMs) for ion channel gating data
• Also interested in:
  • Interplay of numerics and stochastics in machine learning
  • Functional analysis
  • Selecting interesting level sets of a given function
• Processing / P5.js
• Collecting and analyzing data about me / how I spend my time using my own software (chrono, currently in development)

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