Numerical Simulation

23 lessons View examples

Numerical Simulation Overview

00_Overview.md

Numerical Analysis Basics

01_Numerical_Analysis_Basics.md

Linear Algebra Review

02_Linear_Algebra_Review.md

ODE Basics

03_ODE_Basics.md

ODE Numerical Methods

04_ODE_Numerical_Methods.md

ODE Advanced

05_ODE_Advanced.md

ODE Systems

06_ODE_Systems.md

07. Partial Differential Equations Overview

07_PDE_Overview.md

08. Finite Difference Method Basics

08_Finite_Difference_Basics.md

09. Heat Equation

09_Heat_Equation.md

10. Wave Equation

10_Wave_Equation.md

11. Laplace and Poisson Equations

11_Laplace_Poisson.md

12. Advection Equation

12_Advection_Equation.md

13. CFD Basics (Computational Fluid Dynamics Basics)

13_CFD_Basics.md

14. Incompressible Flow

14_Incompressible_Flow.md

15. Computational Electromagnetics

15_Electromagnetics_Numerical.md

16. FDTD Implementation

16_FDTD_Implementation.md

17. MHD Basics (Magnetohydrodynamics Basics)

17_MHD_Basics.md

18. MHD Numerical Methods

18_MHD_Numerical_Methods.md

19. Plasma Simulation

19_Plasma_Simulation.md

Monte Carlo Simulation

20_Monte_Carlo_Simulation.md

Spectral Methods

21_Spectral_Methods.md

Finite Element Method (FEM)

22_Finite_Element_Method.md