Partial derivative of inner product in Einstein Notation

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SUMMARY

The discussion focuses on calculating the partial derivative of the inner product in Einstein notation, specifically the expression $$\partial^\mu x^2$$. The solution involves applying the product rule, resulting in $$\partial^\mu(x_\nu x^\nu) = x^a\partial^\mu x_a + x_b\partial^\mu x^b$$, which simplifies to $$2x_\mu$$. Key corrections include recognizing that $$\partial^{\mu} x_{a} = \delta_{a}^{\mu}$$ and the necessity of rewriting contravariant components using the metric tensor, leading to the correct evaluation of derivatives.

PREREQUISITES
  • Understanding of Einstein notation and index manipulation
  • Familiarity with tensor calculus and partial derivatives
  • Knowledge of metric tensors and their role in raising and lowering indices
  • Basic concepts of vector spaces and inner products
NEXT STEPS
  • Study the properties of metric tensors in various coordinate systems
  • Learn about the implications of covariant and contravariant vectors in tensor calculus
  • Explore the product rule for derivatives in the context of tensor analysis
  • Investigate the application of Einstein notation in general relativity
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Students and researchers in physics, particularly those studying general relativity or advanced mathematics, will benefit from this discussion. It is especially relevant for those working with tensor calculus and Einstein notation.

Loberg
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Homework Statement


Can someone please check my working, as I am new to Einstein notation:
Calculate $$\partial^\mu x^2.$$

Homework Equations


3. The Attempt at a Solution [/B]
\begin{align*}
\partial^\mu x^2 &= \partial^\mu(x_\nu x^\nu) \\
&= x^a\partial^\mu x_a + x_b\partial^\mu x^b \ \ \text{(by product rule and relabelling indices)} \\
&=x^a\delta_\mu^a + x_b\delta_\mu^b \\
&=2x_\mu.
\end{align*}
I'm not sure is the expression in the second term of the second line is correct, as the partial is with respect to the covariant vector but the argument is a contravariant vector.
 
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A useful tip to keep in mind is that indices keep their position (upper or lower) unless they are raised or lowered by a metric. So the equality that you wrote,
x^a\partial^\mu x_a + x_b\partial^\mu x^b =x^a\delta_\mu^a + x_b\delta_\mu^b, is clearly not correct.

Firstly, ##\partial^{\mu} x_{a} = \delta_{a}^{\mu}## (notice that ##\mu## stays upper and ##a## stays lower).

Next, you cannot simply perform the derivative ##\partial^{\mu} x^{b}## directly because the derivative is with respect to the contravariant component. So the correct way to go about doing it is to rewrite ##x^{b} = g^{cb} x_{c}##, so that ##\partial^{\mu} x^{b} = g^{cb} \partial^{\mu} x_{c} +x_{c} \partial^{\mu}g^{cb} ##. In a cartesian coordinate system, the metric is just identity and so we get the same result as you do.
 

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