289662 Simulation von statistischen Modellen der Vielteilchen- und Hochenergiephysik (S) (WiSe 2012/2013)
Contents, comment
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Simulationsverfahren fuer Systeme mit vielen Freiheitsgraden finden vielfaeltigen Einsatz nicht nur in der Physik sondern auch in anderen natur- und sozialwissenschaftlichen Bereichen. In diesem Seminar sollen grundlegende numerische Verfahren sowie deren Anwendungen diskutiert werde.
Zur Berechnung thermodynamischer Observablen eines statistischen Systems muss die Zustandssumme bzw. ihre Ableitungen ausgewertet werden. Dies ist haeufig nur numerisch moeglich. Fuer sehr grosse Systeme koennen nicht alle Zustaende beruecksichtigt werden, vielmehr muss eine repraesentative Stichprobe aus dem Phasenraum gezogen werden. In dem Seminar sollen verschiedene Methoden zum effektiven Sampeln des Phasenraums diskutiert werden, moegliche Inhalte sind:
- Simulationsverfahren: Monte-Carlo, hybrid Monte-Carlo, Quanten Monte Carlo
- Methoden zur Analyse von Phasenuebergaengen und kritischen Verhalten
- Markov Prozesse, Langevin Prozesse, Focker-Planck Gleichung
- Gruppenintegrale, duale (Fluss) Variablen, Wurm-Algorithmen
- Umgewichtung, Wang-Landau sampling
- Anwendung von Methoden der Statistischen Physik auf komplexe Netzwerke, soziale und biologische Systeme, Finanzmaerkte
Requirements for participation, required level
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Statistische Mechanik (I), Quantenmechanik (I)
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| Frequency | Weekday | Time | Format / Place | Period |
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Subject assignments
| Module | Course | Requirements | |
|---|---|---|---|
| 28-M-M Methodik | Methodik | Student information |
The binding module descriptions contain further information, including specifications on the "types of assignments" students need to complete. In cases where a module description mentions more than one kind of assignment, the respective member of the teaching staff will decide which task(s) they assign the students.
| Degree programme/academic programme | Validity | Variant | Subdivision | Status | Semester | LP | |
|---|---|---|---|---|---|---|---|
| Biophysik / Master | (Enrollment until SoSe 2012) | ||||||
| Nanowissenschaften / Master | (Enrollment until SoSe 2012) | ||||||
| Physik / Master | (Enrollment until SoSe 2012) |
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- Last update basic details/teaching staff:
- Friday, December 11, 2015
- Last update times:
- Monday, October 1, 2012
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- Monday, October 1, 2012
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- seminar (S) / 2
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- Faculty of Physics
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