Greens Functions, PDEs and Laplace Transforms

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SUMMARY

The discussion centers on Green's functions, their application in solving partial differential equations (PDEs), and the relationship with Laplace transforms. It establishes that the Green's function serves as the impulse response of a differential equation, defined as L G(x,s) = - δ(x-s). The conversation also highlights the use of eigenvalues and eigenvectors in determining solutions, particularly through the resolvent form R(z;A) = (A-zI)^{-1}. Furthermore, it suggests the existence of multi-dimensional Laplace transforms applicable to PDEs, indicating a need for further exploration in this area.

PREREQUISITES
  • Understanding of Green's functions in differential equations
  • Familiarity with Laplace transforms and their applications
  • Knowledge of eigenvalues and eigenvectors in linear operators
  • Basic concepts of partial differential equations (PDEs)
NEXT STEPS
  • Research multi-dimensional Laplace transforms and their applications in PDEs
  • Study the properties and applications of Green's functions in various contexts
  • Explore the resolvent formalism and its implications for differential equations
  • Investigate convolution techniques involving Green's functions for multiple variables
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Mathematicians, physicists, and engineers working with differential equations, particularly those interested in advanced techniques for solving partial differential equations using Green's functions and Laplace transforms.

John Creighto
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According to wikipedia the greens function is defined as:

[tex]L G(x,s) = - \delta(x-s)\,[/tex]
http://en.wikipedia.org/wiki/Green's_function#Definition_and_uses

when L is a differential equation then the greens function is the impulse response of the differential equation.

If a Hilbert space can be found for the operator then the greens function is given as follows:

[tex]K(x,y)=\sum_n \frac{\psi_n^*(x) \psi_n(y)} {\omega_n}[/tex]
http://en.wikipedia.org/wiki/Fredholm_theory#Homogeneous_equations

Where [tex]\phi[/tex] are the eigen vectors and [tex]\omega_n[/tex] are the eigenvalues of the operator. (Not sure how unbounded basis are dealt with).

For ODEs we can find the eigenvalues by finding the poles of the Laplace transform. I'm wondering if there is some generalization of the Laplace transform for partial differential equations. The form of the resolvent:

[tex]R(z;A)= (A-zI)^{-1}.\,[/tex]

http://en.wikipedia.org/wiki/Resolvent_formalism

Looks strangely similar to part of the solution when solving for S the Laplace transform of a system of first order linear differential equations. Also with regards to generalizing with respect to partial differential equations, I presume a convolution with a greens function turns into a multiple convolution over several variables.

Thinking in terms of ODEs the poles of the resultant should be the eigenvalues.
 
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Here are some relevant links:
http://en.wikipedia.org/wiki/Fundamental_solution

Laplace Transforms and
Systems of Partial Differential Equations[/url]
A. Aghili and B. Salkhordeh Moghaddam

transform pairs of N-dimensions
and second order linear partial differential
equations with constant coefficients[/url]
A. Aghili, B. Salkhordeh Moghaddam

So it appears that there are multi-dimensional versions of the Laplace transform that can be used to solve Partial Differential equations. Any incite anyone has on this would be greatly appreciated.
 
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