Overview of mathematical models for various dynamical systems

The blue items below are treated in our electricity, magnetism and optics course, while the orange ones might be considered frontier applications i.e. "terra incognita where be dragons aplenty".

dimension:
n=1
n=2
n≥3
n>>1
continuum (n=∞)
linear
GROWTH, DECAY, OR EQUILIBRIUM
 
exponential growth
 
RC circuit
 
LR circuit
 
 
 
OSCILLATIONS
 
linear oscillator
 
mass and spring
 
LC and RLC circuits
 
2-body problem (Kepler, Newton)
civil engineering structures
 
electrical engineering
COLLECTIVE PHENOMENA
 
coupled harmonic oscillators
 
solid-state physics
 
molecular dynamics
 
equilibrium statistical mechanics
WAVES AND PATTERNS
 
elasticity
 
wave equations
 
electromagnetism (Maxwell)
 
quantum mechanics (Schroedinger, Heisenberg, Dirac)
 
heat and diffusion
 
acoustics
 
viscous fluids
nonlinear
fixed points
 
bifurcation
 
overdamped systems, relaxational dynamics
 
logistic equation for single species
pendulum
 
anharmonic oscillators
 
limit cycles
 
biological oscillators (neurons, heart cells)
 
predator-prey cycles
 
nonlinear electronics (van der Pol, Josephson)
CHAOS
 
strange attractors (Lorenz)
 
3-body problem (Poincare)
 
chemical kinetics
 
iterated maps (Feigenbaum)
 
fractals (Mandelbrot)
 
forced nonlinear oscillators (Levinson, Smale)
 
practical uses of chaos

quantum chaos?
coupled nonlinear oscillators

lasers, nonlinear optics

nonequilibrium statistical mechanics

nonlinear solid-state physics (semiconductors)

Josephson arrays

heart cell synchronization

neural networks

immune system

ecosystems

economics
SPATIO-TEMPORAL COMPLEXITY

nonlinear waves (shocks, solitons)

plasmas

earthquakes

weather

general relativity (Einstein)

quantum field theory

reaction-diffusion, biological and chemical waves

fibrillation

epilepsy

turbulent fluids (Navier-Stokes)

life

*This table is adapted from Steven H. Strogatz (1994) Nonlinear dynamics and chaos, with applications to physics, biology, chemistry and engineering (Perseus Books, Cambridge UK), cf. its link at Amazon.