[ 461GACTNUSV23 ] VL Numerical Simulations
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| Es ist eine neuere Version 2025W dieser LV im Curriculum Master's programme Artificial Intelligence 2025W vorhanden. |
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| Workload |
Education level |
Study areas |
Responsible person |
Hours per week |
Coordinating university |
| 3 ECTS |
M2 - Master's programme 2. year |
Physics |
Tobias Kramer |
2 hpw |
Johannes Kepler University Linz |
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| Detailed information |
| Original study plan |
Master's programme Physics 2023W |
| Objectives |
Numerical simulation of experimental observations from
quantumphysics, nanophysics, and astrophysics
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| Subject |
- physical models of complex systems and data sets
- computer algebra systems and python
- efficient implementation and parallelization of algorithms on many-core CPU/GPU processors
- neural networks for de/encoding physical data and processes
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| Criteria for evaluation |
presentation of term project or written exam
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| Methods |
lectures and tutorials
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| Study material |
J. Roa et al: Moving Planets Around: An Introduction to N-Body
Simulations Applied to Exoplanetary Systems (MIT Press 2020, Open Access)
Online material
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| Changing subject? |
Yes |
| Earlier variants |
They also cover the requirements of the curriculum (from - to)
TPMWTVOWIAC: VO Using Computers in Science (2009W-2023S)
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| On-site course |
| Maximum number of participants |
- |
| Assignment procedure |
Direct assignment |
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