Solve Gradient Squared: ((grad(f(x,y,z))))^2

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SUMMARY

The discussion focuses on the mathematical operation of squaring the gradient of a scalar function, specifically in the context of the electric field represented as E = -∇φ, where φ is the electrostatic potential. Participants clarify that squaring the gradient involves using the dot product, leading to the expression E² = ∇·(φ∇φ) - φ∇²φ. The conversation emphasizes the importance of precise terminology when discussing vector products and suggests exploring Dr. David Hestenes' work on Geometric Algebra for deeper insights.

PREREQUISITES
  • Understanding of vector calculus, particularly gradient operations.
  • Familiarity with electrostatics and the relationship between electric fields and potentials.
  • Knowledge of scalar and vector products in three-dimensional space.
  • Basic principles of electromagnetic field theory.
NEXT STEPS
  • Study the application of the product rule in vector calculus.
  • Learn about the D'Alembertian operator and its significance in physics.
  • Explore Geometric Algebra and its applications in physics, particularly through Dr. David Hestenes' literature.
  • Investigate the derivation and implications of the energy density of electromagnetic fields.
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Physicists, mathematicians, and engineering students interested in vector calculus, electrostatics, and electromagnetic theory.

quantumfoam
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How do you solve ((grad(f(x,y,z))))^2?
 
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Or what I meant was how do you solve (∇σ)^2? Where σ is a scalar function.
 
And this should be equal to what, some other scalar function?
 
I was hoping you could tell me.:smile:
 
For example, the electric field is equal to -∇\varphi where \varphi is the electrostatic potential I believe. Now what I want to do is square the electric field. How can this be done on the gradient and the electrostatic potential?
 
I can't tell you anything. You have an expression. I assumed you wished to solve an equation. Right now you have an expression. You can't solve anything with that. What do you want to solve for? What is this expression supposed to be equal to?
 
But yes, when we look at it from the view of the electric field, the electric field squared should equal a scalar.
 
What do you even mean by "solve"? Your problem is not clearly stated...

BiP
 
-∇\varphi = E I want to square both sides.
 
  • #10
(-\nabla \varphi) \cdot (-\nabla \varphi) = E \cdot E

Okay...is that all you wanted?
 
  • #11
How do you simplify (-∇\varphi)\bullet(-∇\varphi)?
 
  • #12
Is it possible to simplify further at all?
 
  • #13
Short answer: you don't.

Long answer: sometimes it's useful to use the product rule on \nabla (\varphi \nabla \varphi) = [\nabla \varphi]^2 + \varphi \nabla^2 \varphi = - \nabla (\varphi E) = E^2 - \varphi \rho/\epsilon_0. This is about the only somewhat useful identity I know of in this set of circumstances. I don't know if I'd call it "simpler", but the form E^2 = \varphi \rho/\epsilon_0 - \nabla (\varphi E) can be useful in some integrals, particularly if there is no charge density.
 
  • #14
I know exactly what you mean:smile: Thank you very much Muphrid! I am trying to check if my initial steps to "simplifying" were correct. Thank you very much:smile:
 
  • #15
There are two different vector products defined in three dimensions, the "scalar product" and the "cross product". So you can't simply say "square both sides" and expect people to know which product you mean.
 
  • #16
Thank you very much. I will be more specific next time.
 
  • #17
I would like to suggest perusing the literature of Dr. David Hestenes et al. regarding Geometric Algebra and Geometric Calculus. It soumds like you want to talk about the D' Alembertian and possibly Dirac's derivation of his equations as the inverse of 'squaring'. In what way would you interpret the operation of 'squaring' a function?
 
  • #18
I'm not sure how to interpret the operation of 'squaring a function'. What I needed was a way to expand a certain equation. More specifically, the equation of the square of an electric field.For instance, if E was an electric field and \phi was the electrostatic potential,then the following relationship is true: E=-∇\phi. We know the total energy density of an electromagnetic field to be \zeta=\iotaE^2. If E=-∇\phi, then what is the expanded form of E^2? From what I got, I understand from using the vector derivative that E^2=∇\cdot(\phi∇\phi)-\phi(∇^2)\phi? Is this true?
 
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