Teaching Assistants
- Pantelis Vlachas (Head TA)
- Pooria Hadikhani
- Juan Bermeo
- Michael Van Huffel
- Konstantinos Vontas
Classes
- Lecture: Friday, 10:15 – 12:00 (ETF C 1)
- Exercise: Friday, 13:15 – 14:00 (ETF C 1, starting from week 2)
- Video link: link
Info
- Piazza
- Guide to Python
- Lecture Recording
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 |
| 25.02.2022 | Arampatzis | Modeling Data: Linear Least Squares |
| 04.03.2022 | Arampatzis | Nonlinear systems I: Bisection, Newton, Secant methods |
| 11.03.2022 | Arampatzis | Nonlinear systems II: sets of equations |
| 18.03.2022 | Walther | Interpolation and extrapolation I/II: Lagrange interpolation and Cubic splines |
| 25.03.2022 | Walther | Numerical integration I: Rectangle, Trapezoidal, Simpson’s Rule |
| 01.04.2022 | Walther | Numerical integration II: Rectangle, Trapezoidal, Simpson’s Rule |
| 08.04.2022 | Walther | Numerical integration III: Adaptive Quadrature |
| 29.04.2022 | Walther | Numerical integration IV: Introduction to Probability |
| 06.05.2022 | Walther | Numerical integration IV: Monte Carlo |
| 13.05.2022 | Arampatzis | Neural Networks I: Single Layer |
| 20.05.2022 | Arampatzis | Neural Networks II: Principle Component Analysis and Autoencoders |
| 27.05.2022 | Arampatzis | Neural Networks III: Deep Learning |
| 03.06.2022 |
Exercises
The exercises begin in the second week of the semester.
| Date | Exercise | Notebooks | Solution |
| 04.03.2022 | Set 1 , slides | ||
| 11.03.2022 | Set 2 , slides | Notebook 2.1 Notebook 2.2 |
|
| 18.03.2022 | Set 3, slides | Notebook 3.1 Notebook 3.2 |
Set3_solution Notebook 3.1_solution Notebook 3.2_solution |
| 25.03.2022 | Set 4, slides | Notebook 4.1 | Set4_solution Notebook 4.1_solution |
| 01.04.2022 | Set 5, slides | Notebook 5.1 | Set5_solution Notebook 5.1_solution |
| 08.04.2022 | Set 6, slides | Notebook 6.1 | Set6_solution Notebook 6.1_solution |
| 29.04.2022 | Set 7, slides | Notebook7.1 | Set7_solution Notebook_7.1_solution |
| 06.05.2022 | Set 8, slides | Notebook8.1 | |
| 13.05.2022 | Set 9, Set 9 Multiple choice, slides |
Notebook 9.1 | |
| 20.05.2022 | Set 10, slides |  Notebook 10.1, Notebook 10.2, Notebook 10.3 |
|
| 27.05.2022 | Set 11, slides | Notebook 11.1, Notebook 11.2, data | Set11_solution, Notebook_11.1_solution, Notebook_11.2_solution |
| 03.06.2021 | Mock_Exam | Mock_Exam_Solution |
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)