What's the standard notation for the differential of $f:M\rightarrow N$?

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What's the standard notation for the differential of a function $f:M\rightarrow N$ between manifolds?

If $N=\mathbb{R}$, it's written $df:TM\rightarrow T\mathbb{R}$. Is this used for multidimensional case?

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I've seen:

  • $df$
  • $Df$
  • $J_f$
  • $\operatorname{Jac}(f)$
  • Attack ships on fire off the shoulder of Orion
  • $\frac{\partial f_i}{\partial x_j}$ (in coordinates)
  • C-beams glitter in the dark near Tannhäuser Gate

What I use depends on context. If I'm thinking in coordinate-free terms, I like $df$. If I'm thinking in terms of coordinates, I like "$J_f$" to emphasize that this is a Jacobian matrix of $f$.

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Just a discussion:

If $M$ and $N$ are two smooth manifolds and $f:M\rightarrow N$ is differentiable at $p\in M$ then the differential map is denoted and defined as $D_pf:T_pM\rightarrow T_{f(p)}N$, where $T_pM$ and $T_{f(p)}N$ are the tangent spaces at $p$ and $f(p)$ of $M$ and $N$ respectively.

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I would write $Tf : TM \to TN$ which is a morphism of vector bundles. This makes transparent that we get a functor $T$ from the category of smooth manifolds and smooth maps to the category of smooth vector bundles over smooth manifolds and smooth bundle morphisms.

$Tf$ may be considered as the collection of linear maps $T_p f : T_p M \to T_f(p) N$, $p \in M$.

If the tangent bundle $TN$ is trivial (that is, there exists a smooth bundle isomorphism $h : TN \to N \times \mathbb{R}^n$), you can "identify" $Tf$ with the smooth map

$$T^h f : TM \stackrel{Tf}{\rightarrow} TN \stackrel{h}{\rightarrow} N \times \mathbb{R}^n \stackrel{p}{\rightarrow} \mathbb{R}^n .$$

In fact, $Tf$ can be recovered from $T^h f$ via $T_p f = h_{f(p)}^{-1} \circ T^h_p f$. Note however, that $h$ is not uniquely determined, so $T^h f$ involves a choice. In case $N = \mathbb{R}$ there is a canonical choice.