Deep Learning and Numerical Simulations for Visual Effects (IN2298)
Course 0000003205 in SS 2017
General Data
| Course Type | lecture |
|---|---|
| Semester Weekly Hours | 4 SWS |
| Organisational Unit | Informatics 15 - Chair of Computer Graphics and Visualization (Prof. Westermann) |
| Lecturers |
Nils Thürey |
| Dates |
Assignment to Modules
-
IN2298: Advanced Deep Learning for Physics / Advanced Deep Learning for Physics
This module is included in the following catalogs:- Catalogue of non-physics elective courses
Further Information
Courses are together with exams the building blocks for modules. Please keep in mind that information on the contents, learning outcomes and, especially examination conditions are given on the module level only – see section "Assignment to Modules" above.
| additional remarks | This course targets machine learning techniques and numerical simulation algorithms for materials such as fluids and deformable objects in the context of computer animation. The lecture and exercises will all be in English. The following topics are discussed: - Convolutional neural networks & deep learning techniques - Physically-based animation, fluid modeling - Discretizations, and partial differential equations - Exercises to gain hands-on experience with CNN training and fluid simulation algorithms More information: http://wwwcg.in.tum.de/teaching/teaching/ |
|---|---|
| Links |
E-Learning course (e. g. Moodle) TUMonline entry |
Equivalent Courses (e. g. in other semesters)
| Semester | Title | Lecturers | Dates |
|---|---|---|---|
| SS 2024 | Advanced Deep Learning for Physics (IN2298) | Franz, E. Holl, P. Kohl, G. Lino Valencia, M. Liu, Q. … (total 9) |
Tue, 16:00–18:00, MI HS2 Fri, 08:00–10:00, MI HS2 |
| SS 2023 | Advanced Deep Learning for Physics (IN2298) |
Brahmachary, S.
Chen, L.
Holl, P.
List, B.
Szep, M. … (total 6)
Responsible/Coordination: Thürey, N. |
Tue, 16:00–18:00, MI HS2 Fri, 08:00–10:00, MI HS2 |
| SS 2022 | Advanced Deep Learning for Physics (IN2298) |
Chen, L.
Holl, P.
List, B.
Weitz, S.
Responsible/Coordination: Thürey, N. |
Tue, 16:00–18:00, MI HS2 Fri, 08:00–10:00, MI HS2 |
| SS 2018 | Advanced Deep Learning for Physics (IN2298) | Thürey, N. | |
| SS 2016 | Simulation for Visual Effects (IN2298) | ||
| SS 2015 | Simulation for Visual Effects (IN2298) |