Vector Calculus - Laplacian on Scalar Field

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SUMMARY

The discussion focuses on calculating the second partial derivative of a scalar field \(\psi\) with respect to \(x\), where \(\psi\) is dependent on the radial distance \(r = \sqrt{x^{2} + y^{2} + z^{2}}\). The user successfully applies the chain and product rules to derive the first derivative \(\frac{\partial \psi}{\partial x} = \frac{x}{r}\frac{d\psi}{dr}\) and begins to tackle the second derivative. The key challenge lies in manipulating the second term of the product rule, which can be resolved by applying the quotient rule and chain rule effectively.

PREREQUISITES
  • Understanding of scalar fields and their properties
  • Proficiency in vector calculus, specifically partial derivatives
  • Familiarity with the chain rule and product rule in differentiation
  • Knowledge of the quotient rule for derivatives
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  • Study the application of the quotient rule in vector calculus
  • Explore advanced techniques in differentiating scalar fields
  • Learn about the Laplacian operator and its significance in physics
  • Investigate the implications of radial symmetry in scalar fields
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Students and professionals in mathematics, physics, and engineering who are working with vector calculus and need to understand the manipulation of scalar fields and their derivatives.

Insolite
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A scalar field \psi is dependent only on the distance r = \sqrt{x^{2} + y^{2} + z^{2}} from the origin.

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\partial_{x}^{2}\psi = \left(\frac{1}{r} - \frac{x^{2}}{r^{3}}\right)\frac{d\psi}{dr} + \frac{x^{2}}{r^{2}}\frac{d^{2}\psi}{dr^{2}}

I've used the chain and product rules so far, but I'm unsure how to approach the problem to move onwards from this point. My working is as follows:

\frac{\partial\psi}{\partial x} = \frac{\partial r}{\partial x}\frac{d\psi}{dr} where the identity \frac{\partial r}{\partial x} = \frac{x}{r} is given.
\frac{\partial\psi}{\partial x} = \frac{x}{r}\frac{d\psi}{dr} (1)
\frac{\partial^{2}\psi}{\partial^{2}x} = \frac{\partial}{\partial x}\left(\frac{x}{r}\frac{d\psi}{dr}\right)
= \left(\frac{\partial}{\partial x}\frac{x}{r}\right)\left(\frac{d\psi}{dr}\right) + \left(\frac{\partial}{\partial x}\frac{d\psi}{dr}\right)\left(\frac{x}{r}\right)

At this point, I can solve the left term to give me:
-\frac{x^{2}}{r^{3}}\frac{d\psi}{dr}

But I don't know how to properly manipulate the second term. I've tried re-arranging and substituting in (1), but this didn't work out. Any hints on how to proceed would be greatly appreciated.

Thanks.
 
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Insolite said:
A scalar field \psi is dependent only on the distance r = \sqrt{x^{2} + y^{2} + z^{2}} from the origin.

Show:

\partial_{x}^{2}\psi = \left(\frac{1}{r} - \frac{x^{2}}{r^{3}}\right)\frac{d\psi}{dr} + \frac{x^{2}}{r^{2}}\frac{d^{2}\psi}{dr^{2}}

I've used the chain and product rules so far, but I'm unsure how to approach the problem to move onwards from this point. My working is as follows:

\frac{\partial\psi}{\partial x} = \frac{\partial r}{\partial x}\frac{d\psi}{dr} where the identity \frac{\partial r}{\partial x} = \frac{x}{r} is given.
\frac{\partial\psi}{\partial x} = \frac{x}{r}\frac{d\psi}{dr} (1)

Good so far.

\frac{\partial^{2}\psi}{\partial^{2}x} = \frac{\partial}{\partial x}\left(\frac{x}{r}\frac{d\psi}{dr}\right)
= \left(\frac{\partial}{\partial x}\frac{x}{r}\right)\left(\frac{d\psi}{dr}\right) + \left(\frac{\partial}{\partial x}\frac{d\psi}{dr}\right)\left(\frac{x}{r}\right)

You might find it easier to write it as ##\frac \partial {\partial x} (x\cdot \frac{\psi'(r} r)##. Now you have a product rule and when you calculate ##\frac \partial {\partial x}## of the second term (quotient rule), just use the chain rule like you did in the beginning.
 
Aah, thanks a lot for your help, I've got it now. (:
 

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