Nonlinear Dynamics and Pattern Formation
Lecturer: Ziebert
Link to LSF
51 participants
The lectures are Mondays and Wednesdays at 2:00pm at großer Hörsaal, Philosophenweg 12
Motivation:
Nonlinear dynamics is an interdisciplinary part of mathematical physics, with applications in such diverse fields as mechanics, optics, chemistry, biology, ecology, to name but a few. Equations with nonlinearities show a much more diverse behavior than their linear counterparts, for instance self-sustained oscillations, nonlinear competition (as linear superposition does not hold anymore), chaotic dynamics and pattern formation. Pattern formation, in turn, is one of the most fascinating and intriguing phenomena in nature: it takes place in a wide variety of physical, chemical and biological systems and on very different spatial and temporal scales: examples are convection phenomena in geosciences and meteorology, but also patterns occurring in chemical reactions and bacterial colonies. In some circumstances, pattern formation is undesired, for instance the formation of spiral waves leading to cardiac arrhythmias in the heart muscle. In other contexts, pattern formation is even essential for the functioning of a system as in cell division and embryo development.
Contents:
The lecture will start with an introduction to nonlinear dynamics on the level of ordinary differential equations (ODEs), introducing concepts like phase space analysis, attractors, (in)stability of solutions and bifurctions, as well as nonlinear oscillations.
We will then proceed to study spatio-temporal behavior, i.e. partial differential equations (PDEs) and discuss the main questions in pattern formation: when will a homogeneous state become structured, i.e. unstable towards a pattern? What are the generic scenarios/types of patterns? When are patterns stable and are they unique? What determines the wavelength / period in time / amplitude of a pattern? Importantly, a universal description of pattern dynamics exists, that is independent of the system-specific pattern formation mechanism. The method to obtain this description is called multiple-scale reduction, resulting in an amplitude equation (also called center manifold), which is nothing but the famous Ginzburg-Landau equation (Nobel Prize in Physics 2003, originally derived for superconductivity).
Finally, nonlinear waves and solitons (localized waves) will be discussed. They again occur in many systems, from coupled nonlinear springs to hydrodynamic surface waves and nonlinear optics. In addition, solitons have intrigueing mathematical properties that will also be discussed.
Prerequisites:
The course is designed for physics students in advanced bachelor and beginning master semesters (students from other disciplines are also welcome). It will be given in English. A basic understanding of physics and differential equations is sufficient to attend. Exercises will be discussed in the tutorials (please register).
Literature:
- SH Strogatz, Nonlinear dynamics and chaos, Westview 1994
- Cross M C and Hohenberg P C, Rev. Mod. Phys. 1993.
- Cross M C and Greenside H, Pattern formation and dynamics in nonequilibrium systems (Cambridge, Cambridge Univ. Press, 2009).
Material
- Current version of the script
- Ziebert_Nonlin_dyn_lecture_notes150523.pdf.pdf
- Lec 01, Mon 17.04.23
- Ziebert_NonlinSS23_lec01.pdf
- nonlinear_introslidesSS23.pdf
- Lec 02, Wed 19.04.23
- Ziebert_NonlinSS23_lec02.pdf
- Lec 03, Mon 24.04.23
- Ziebert_NonlinSS23_lec03.pdf
- Lec 04, Wed 26.04.23
- Ziebert_NonlinSS23_lec04.pdf
- Lec 05, Wed 03.05.23
- Ziebert_NonlinSS23_lec05.pdf
- Lec 06, Mon 08.05.23
- Ziebert_NonlinSS23_lec06.pdf
- Lec 07, Wed 10.05.23
- Ziebert_NonlinSS23_lec07.pdf
- Lec 08, Mon 15.05.23
- Ziebert_NonlinSS23_lec08.pdf
- Lec 09, Wed 17.05.23
- Ziebert_NonlinSS23_lec09.pdf
- Lec 10, Mon 22.05.23
- Ziebert_NonlinSS23_lec10.pdf
- Lec 11, Wed 24.05.23
- Ziebert_NonlinSS23_lec11.pdf
- nonlinear_LorenzslidesSS23_printversion.pdf
- lorenz.gif
- Lec 12, Wed 31.05.23
- Ziebert_NonlinSS23_lec12.pdf
- Lec 13, Mon 05.06.23
- Ziebert_NonlinSS23_lec13.pdf
- Lec 14, Wed 07.06.23
- Ziebert_NonlinSS23_lec14.pdf
- Lec 15, Mon 12.06.23
- Ziebert_NonlinSS23_lec15_Robert_LC.pdf
- Lec 16, Wed 14.06.23
- Ziebert_NonlinSS23_lec16_Robert_SIR.pdf
- Lec 17, Mon 19.06.23
- Ziebert_NonlinSS23_lec17.pdf
- Lec 18, Wed 21.06.23
- Ziebert_NonlinSS23_lec18.pdf
- Lec 19, Mon 26.06.23
- Ziebert_NonlinSS23_lec19.pdf
- nonlinear_slides_TuringSS23.pdf
- Lec 20, Wed 28.06.23
- Ziebert_NonlinSS23_lec20.pdf
- Lec 21, Mon 03.07.23
- nonlinear_slides_oscipatternsSS23.pdf
- Ziebert_NonlinSS23_lec21.pdf
- Lec 22, Wed 05.07.23
- Ziebert_NonlinSS23_lec22.pdf
- Lec 23, Mon 10.07.23
- Ziebert_NonlinSS23_lec23.pdf
- Lec 24, Wed 12.07.23
- Ziebert_NonlinSS23_lec24.pdf
- nonlinear_slides_KdV_SS23.pdf
- Lec 25, Mon 17.07.23 (only slides)
- Lec 26, Wed 19.07.23
- Ziebert_NonlinSS23_lec26.pdf
Exercise sheets
- 1
- 2
- 3
- 4
- 5
- 6
- 7
- 8
- 9
- 10
- 11
Practice groups
- Group 1 (Enej Caf)
23 participants
Philos.-weg 12 / R 060, Thu 16:15 - 18:00 - Group 2 (Falko Ziebert)
20 participants
INF 227 / SR 3.403, Fri 09:15 - 11:00 - Group inactive
8 participants