Can any one help me to solve the system of ODE using artificial neural network(ANN) method.

system of ODE using Artificial neural network(ANN)

dx/dt = a1x -b1y+c1z

dy/dt = a2x +b2y - c2z

dz/dt = c3z+b3y

subject to IC

x(0) = 2 , y(0) = 1 , z(0)= 0

parameter as

a1 =1, b1=-1, c1 = 2, a2 = 1.2 , b2 = 0.4 , c2 = 0.5 , b3 = 1.5 , c3 = 3

To write the Matlab or Python code using ANN method

Answer 1

[David Willingham]

Hi Hazrat,

I would recommend referring to this example: Dynamical System Modeling Using Neural ODE as a starting point.

David