Frederic Weber Email & Phone Number

Stuttgart, Baden-Württemberg, Deutschland

Münster, Nordrhein-Westfalen, Deutschland

Institute of Applied Analyis and NumericsGroup of Machine Learning and Stochastic Analysis headed by Prof. Dr. Arnulf JentzenMember of the Mathematics Münster Excellence ClusterTasks include:- Research in the area of optimization algorithms in machine learning and their implementation in deep learning frameworks like TensorFlow- Lecturer for the Seminar "Mathematics of Deep Learning"

Jena, Thüringen, Deutschland

Institute of Data Science of the German Aerospace CenterPostdoctoral research stay in the machine learning group within the DLR. Tasks included:- Research in the area of explainable artificial intelligence (XAI) - Implementing machine learning algorithms for industry clients in Python- Supervision of Ph.D. students

Ulm, Baden-Württemberg, Deutschland

Scientific assistant at the Institute of Applied Analysis.research areas:- long-time behavior of Markov chains- non-local partial differential equations- synthetic curvature notions on discrete spaces- functional inequalities for Markov semigroupsI also gained a lot of experience in teaching as an assistant lecturer of the following courses:- Mathematics for economics- Analysis II- Dynamical Systems- Mathematical modelling in natural sciences- Analysis III (twice)

Ulm, Baden-Württemberg, Deutschland

Employed in various math courses as a tutor or grader. In addition, even as a student I was entrusted with a high level of responsibility as an assistant lecturer for the course Analysis II for computer scientists and engineers with more than 200 participants.

Berlin, Deutschland

My task was to develop and implement a MATLAB toolbox using data science methods for interpolation and extrapolation on the basis of raw data for engine consumption and gearbox losses.

Ph.D., Mathematics, Summa Cum Laude (With Distinction)

Institute of Applied Analysis Thesis title: Non-local Bakry-Émery theory and related functional inequalities thesis submitted in april 2021

Mathematics

Research visitor at the School of Mathematics and Statistics at the University of Sydney. Partially funded by the German Scholarship.

Master Of Science - Ms, Mathematics With Minor In Computer Science

I focused on functional analysis and stochastics in my major subect and on neural networks and machine learning in my minor subject..

Bachelor Of Science - Bs, Mathematics With Minor In Economic Science

Thesis: Das Birkhoff Zentrum in topologischen dynamischen Systemen