19405001
Lecture
WiSe 23/24: Foundations in Mathematics and Statistics
Max von Kleist
Comments
Goals: The students get a basic understanding of advanced mathematical concepts and methods in numerics, statistics, and optimization in the context of current research in bioinformatics and systems biology. They are able to choose problem-specific methods, to apply them in practice, and to evaluate the quality of the results.
Contents: The course will address topics from the following areas:
- Numerics
- Modeling chemical reaction networks
- Differential equation modeling
- Parameter identification, sensitivity, identifiability
- Optimization
- Linear optimization (Simplex, polyhedra)
- Integer linear optimization (branch-and-bound, branch-and-cut)
- Local search and metaheuristics
- Statistics
- Testing and regression
- Classification
- Bootstrap and model evaluation
16 Class schedule
Additional appointments
Mon, 2024-04-15 14:00 - 16:00Nachklausur Foundations of Mathematics and Statistics, LV: 194050, M. v. Kleist
Regular appointments
Thu, 2023-10-19 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-10-26 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-11-02 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-11-09 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-11-16 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-11-23 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-11-30 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-12-07 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-12-14 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-12-21 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2024-01-11 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2024-01-18 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2024-01-25 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2024-02-01 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2024-02-08 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2024-02-15 10:00 - 12:00
Foundations in Mathematics and Statistics