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This lecture derives the accuracy of Euler schemes, introduces explicit and implicit Runge–Kutta integrators, and implements fourth-order Runge–Kutta to simulate the Lorenz equation. It examines vector fields, computational cost, and trajectory divergence in a chaotic system.
Syllabus
Introduction
Forward Euler scheme
RungeKutta secondorder
Vector fields
RungeKutta
RungeKutta types
Implicit schemes
Lorenz equation
Lorenz attractor
Lorentz equation
Lorentz function
Taught by
Steve Brunton