Classes
- Lecture: Friday, 10:15 – 12:00 (via Zoom, link on Piazza)
- Exercise: Friday, 13:15 – 14:00 (starting from week 2 – via Zoom, link on Piazza)
Exam
- Date: TBA
- Time: TBA
- Rooms: TBA
- Aids: Personal summary 4 pages (2 sheets) handwritten or machine-typed
(single-spaced, font size at least 8 pts.)
Schedule and Lecture Slides
| Date | Lecturer | Lecture |
| 26.02.2021 | Arampatzis | Modeling Data: Linear Least Squares |
| 05.03.2021 | Arampatzis | Nonlinear systems I: Bisection, Newton, Secant methods |
| 12.03.2021 | Arampatzis | Nonlinear systems II: sets of equations |
| 19.03.2021 | Walther | Interpolation and extrapolation I/II: Lagrange interpolation and Cubic splines |
| 26.03.2021 | Walther | Numerical integration I: Rectangle, Trapezoidal, Simpson’s Rule |
| 16.04.2021 | Walther | Numerical integration II: Rectangle, Trapezoidal, Simpson’s Rule |
| 23.04.2021 | Walther | Numerical integration III: Adaptive Quadrature |
| 30.04.2021 | Walther | Numerical integration IV: Introduction to Probability |
| 07.05.2021 | Walther | Numerical integration IV: Monte Carlo |
| 14.05.2021 | Arampatzis | Neural Networks I: Single Layer |
| 21.05.2021 | Arampatzis | Neural Networks II: Principle Component Analysis and Autoencoders |
| 28.05.2021 | Arampatzis | Neural Networks III: Deep Learning |
| 04.06.2021 |
Exercises
The exercises begin in the second week of the semester.
| Date | Exercise | Notebooks | Solution |
| 05.03.2021 | |||
| 12.03.2021 | |||
| 19.03.2021 | |||
| 26.03.2021 | |||
| 16.04.2021 | |||
| 23.04.2021 | |||
| 30.04.2021 | |||
| 07.05.2021 | |||
| 14.05.2021 | |||
| 21.05.2021 | |||
| 28.05.2021 | |||
| 04.06.2021 |
Old Exams
Textbooks
- Numerical Analysis (R. L. Burden and J. D. Faires)
- The Nature of Mathematical Modeling (N. Gershenfeld)
- Introduction to Applied Mathematics (G. Strang)
- Analysis of Numerical Methods (Isaacson and Keller)