I don't understand the notation (tensor?, not even sure)

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Homework Help Overview

The discussion revolves around understanding a proof related to Maxwell's equations, specifically how a solution transforms when coordinates are shifted. The original poster expresses confusion about the notation and the application of partial derivatives in the context of vector fields and the curl operation.

Discussion Character

  • Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the application of the chain rule in multiple dimensions, questioning the meaning of indices and the role of the Kronecker delta in the context of partial derivatives. There is also a discussion about the relationship between the differential operators in different coordinate systems.

Discussion Status

Some participants have provided clarifications regarding the notation and the mathematical principles involved, particularly the chain rule and Einstein's notation. The original poster indicates that their confusion has been resolved, suggesting that productive guidance has been offered.

Contextual Notes

The original poster notes a misunderstanding regarding the dimensionality of the vector field involved, which may have contributed to their initial confusion.

fluidistic
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Homework Statement


In order to show that if ##(\vec E (\vec x, t), \vec H (\vec x, t))## is a solution to Maxwell's equation then ##(\vec E (\vec x -\vec L, t), \vec H (\vec x-\vec L, t))## is also a solution, my professor used a proof and a step I do not understand.
Let ##\vec x' =\vec x-\vec L##.
At one point he wrote that since ##\frac{\partial \vec H}{\partial x^i}=\frac{\partial x^{'j}}{\partial x^i} \frac{\partial \vec H}{\partial x^{'j}} =\delta _i^j \frac{\partial \vec H}{\partial x^{'j}}=\frac{\partial \vec H}{\partial x^{'j}}## then ##\vec \nabla _{\vec x '} \times \vec H (t,\vec x ')=\vec \nabla _{\vec x} \times \vec H (t, \vec x ' (\vec x))=\vec \nabla _{\vec x} \times \vec H(t, \vec x -\vec L)=\vec \nabla \times \vec H_L (t, \vec x)##.

I don't understand anything between the 2 red words. It looks like there's a weird kronecker's delta as well as partial derivatives of the magnetic fields. But what exactly are i and j (components of the H field?), I am not sure. And what do these partial derivatives have to do with the rotor?
 
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The first equality is the chain rule in multiple dimensions: given a function ##\vec u(\vec x)##,
$$\frac{\partial f(\vec u(\vec x))}{\partial x^i} = \sum_{j} \frac{\partial f}{\partial u^j} \frac{\partial u^j}{x^i}$$
You can leave of the summation sign if you agree that repeated indices will be summed over.
Then, since in this case ##u^i = x^i + \text{const.}##, the partial derivative ##\frac{\partial u^i}{\partial x^j}## will be 1 if i = j (e.g. ##u^1 = x^1 + \text{const.}## so ##\frac{\partial u^1}{\partial x^1} = 1## and ##\frac{\partial u^1}{\partial x^2} = \frac{\partial u^1}{\partial x^3} = 0##). Hence the Kronecker delta appearing in the second equality.
For the final equality, I think you made a typo, and it should read ##\frac{\partial \vec H}{\partial x'^i}## with i instead of j; hopefully you see why that is (hint: in the expression with the Kronecker delta there is still summation over j but all the terms but one vanish).

The rotation is defined in terms of the components, ##\nabla_{\vec x}## is a differential operator with components like ##\frac{\partial \vec H^3}{\partial x^2} - \frac{\partial \vec H^2}{\partial x^3}##.
If the vector notation confuses you, try writing it out in components. That usually requires a bit less understanding, at the expense of slightly more ink.
What you need to do is consider ##\nabla_{\vec x'}## which has differentiation with respect to the components of x' and rewrite it to an expression with ##\nabla_{\vec x}## which has partial differentation with respect to the components of x (unprimed). The identity between the red words tells you how these are related.
 
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fluidistic said:
##\frac{\partial \vec H}{\partial x^i}=\frac{\partial x^{'j}}{\partial x^i} \frac{\partial \vec H}{\partial x^{'j}} =\delta _i^j \frac{\partial \vec H}{\partial x^{'j}}=\frac{\partial \vec H}{\partial x^{'j}}##

That should have been ## \frac{\partial \vec H}{\partial x^{'i}}## in the end. This is nothing but the application of the chain rule and the very simple dependence between ## x ## and ## x' ##. I think that should answer the rest of your question, too.
 
Thank you guys I get it now.
I didn't realize he used Einstein's notation so I was even confused on the dimension of the vector field H he was working on (though the curl should have indicated me 3d).
Problem solved. Thanks.
 

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