Coupled Nonlinear Differential Equations

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SUMMARY

The discussion focuses on solving a set of coupled nonlinear differential equations numerically, specifically using Mathematica and the NDsolve function. The equations involve the variables n(t,z) and I(t,z), with boundary conditions defined at I(t,0) and n(t,0). Users express challenges with Mathematica's handling of these boundary conditions, particularly concerning the parameter Δt and its implications on the solution. The conversation also suggests exploring the method of characteristics as a potential solution approach.

PREREQUISITES
  • Understanding of coupled nonlinear differential equations
  • Familiarity with Mathematica and its NDsolve function
  • Knowledge of boundary conditions in differential equations
  • Basic concepts of the method of characteristics
NEXT STEPS
  • Research numerical methods for solving coupled nonlinear differential equations
  • Explore advanced features of Mathematica's NDsolve for handling boundary conditions
  • Learn about the method of characteristics and its applications in solving PDEs
  • Investigate Gaussian distributions and their role in defining initial conditions
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Mathematicians, physicists, and engineers involved in numerical analysis and differential equations, particularly those seeking to solve complex coupled systems.

Thomas_W
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Hey,

I need your help to solve the following set of coupled differential equations numerically.

dn(t,z)/dt=I^5(t,z)+I(t,z)*n(t,z)

dI(t,z)/dz=I^5(t,z)-α(n(t,z))*I(t,z)

where I(t,0)=I0*exp(-4ln2(t/Δt)^2) and n(t,0)=0 and n(-certrain time,z)=0. Some constant parameters I did not show here.
α(n(t,z)) is just a parameter which depends linear on n(t,z)

I tried to solve it with Mathematica and NDsolve.. since it works fine if I just solve the first equation without the z dependence. But Mathematica seems to be unhappy with the boundary conditions.

Thanks!

Thomas
 
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There doesn't seem to be enough information. There's nothing to set how n varies with z or I with t. You said it was ok if you just took the first equation and treated z as constant, but then you have two unknown dependent variables, n and I, and only 1 equation.
 
Thanks for your fast response.

Yeah I know, but what I solved was
dn(t)/dt=I^5(t)+I(t)*n(t)
with a time dependent I(t).

n depends on z only due to the fact that I is depending on z, there is no direct dependence. dI(t,z)/dt I only can give for the case I(t,0).. so I just adapt these coupled equations from a paper.

Thank you

Thomas
 
Thomas_W said:
Hey,

I need your help to solve the following set of coupled differential equations numerically.

dn(t,z)/dt=I^5(t,z)+I(t,z)*n(t,z)

dI(t,z)/dz=I^5(t,z)-α(n(t,z))*I(t,z)

where I(t,0)=I0*exp(-4ln2(t/Δt)^2) and n(t,0)=0 and n(-certrain time,z)=0. Some constant parameters I did not show here.
α(n(t,z)) is just a parameter which depends linear on n(t,z)

I tried to solve it with Mathematica and NDsolve.. since it works fine if I just solve the first equation without the z dependence. But Mathematica seems to be unhappy with the boundary conditions.

Thanks!

Thomas

This is why mathematica is not solving thsi.

"where I(t,0)=I0*exp(-4ln2(t/Δt)^2)"

are you sure this is so, what if Δt=0? then what?
 
yus310 said:
This is why mathematica is not solving thsi.

"where I(t,0)=I0*exp(-4ln2(t/Δt)^2)"

are you sure this is so, what if Δt=0? then what?

Δt is not zero. so I is just a gaussian distribution around Δt
 
Can't the method of characteristics be used here?
 

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