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I'm going over the exterior covariant derivative $$d^\nabla : \Omega^k(E) \to \Omega^{k+1}(E)$$ of a vector bundle $E \to M$ and a connection $\nabla$ on $E$.

There are some peculiar notions which I'm facing. I'm trying to verify that $$d^\nabla( d^\nabla \omega) = F^\nabla \wedge \omega$$ where $F^\nabla$ is the curvature of $\nabla$.

The first thing I'm wondering is that can we write $\omega \in \Omega^k(E)$ as $\omega = \alpha \otimes s$ for $\alpha \in \Omega^k(M)$ and $s \in \Omega^0(E)$ always or do we need to assume locality or something?

If so, then

$$ \begin{align*} d^\nabla( d^\nabla \omega) &= d^\nabla( d^\nabla \alpha \otimes s) \\ &= d^\nabla( d\alpha \otimes s +(-1)^k\alpha \wedge \nabla s) \\ &= d^\nabla(d\alpha \otimes s) + (-1)^kd^\nabla(\alpha \wedge \nabla s) \end{align*} $$

but I'm not sure how to proceed from here. I also saw a note that the pairing that the pairing $F^\nabla \wedge \omega$ combines the wedge product $\Lambda^2 M \otimes \Lambda^k M \to \Lambda^{k+2}M$ with the evaluation map $\text{End}(E) \otimes E \to E$ which I did not really understand.

Tepes
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  • You most certainly cannot write $\omega\in \Omega^k(E)$ as $\alpha\otimes s$, as pointwise you can't even do that. It does suffice to check on simple tensors by linearity though. – Chris Feb 19 '24 at 15:03
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    See Ivo Terek’s answer on wedge products with respect to bilinear pairings (and also his online notes for nice short expositions). I’ve written several answers regarding this matter as well e.g here and for a slightly more detailed discussion, here. – peek-a-boo Feb 19 '24 at 15:17
  • Product rule again. – Deane Feb 19 '24 at 16:05
  • @Deane I guess that what I wrote is doomed from the start given the comment by Chris. – Tepes Feb 19 '24 at 17:27
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    No, @Chris's remark says what you're doing does work. You prove your identity for $\omega = \alpha\otimes s$ first. It then implies the identity for all $\omega\in\Omega^k(E)$ by linearity, because $\omega$ can be written as a sum $$\omega = \sum_{i=1}^N \alpha_i\otimes s_i. $$ – Deane Feb 19 '24 at 17:33
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    Can you show that $d^\nabla\circ d^\nabla (s)(X,Y,)=F^\nabla(X,Y)s$ for general sections $s\in \Gamma(E)$? Do that first, then you will see it works out here, by noting that $d^\nabla s=\nabla s$. – Chris Feb 19 '24 at 17:50
  • Note that the evaluation map $\text{End}(E)\otimes E\to E$ is the contraction $(E^\otimes E)\otimes E \cong E\otimes (E^\otimes E) \to E$. Since the different copies of $E$ might get confusing, perhaps it would be clearer to write $\text{Hom}(E,F)\otimes E \cong (E^\otimes F)\otimes E \cong (E^\otimes E)\otimes F \to F$ in the general case. In both cases, $E^*\otimes E$ contracts to the trivial bundle by pairing. This is what you're used to with indices as a contraction. – Ted Shifrin Feb 19 '24 at 18:24

1 Answers1

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Assuming you went through the links in the comments to understand the following abstract mumbo jumbo, we can give a relatively short answer.

  • First, the fact that $d_{\nabla}$ satisfies a product rule means that it is a local operator (just like the usual exterior derivative, or any other derivation-like thing you’ve encountered).
  • Given $\omega\in \Omega^k(M;E)$ and a local coordinate chart $(U,x=(x^1,\dots, x^n))$, we can write $\omega=\sum\omega_I\cdot\,dx^I$, where the sum is over all increasing multi-indices $I$ of length $k$, and $\omega_I:U\to E$ is a local section and $dx^I=dx^{i_1}\wedge\cdots\wedge dx^{i_k}$ is the usual abbreviation (and the $\cdot$ is simply the ‘scalar multiplication’, i.e the wedge product of an $E$-valued $0$-form with a usual $k$-form). Notice that since $d^2=0$ for usual forms, we have by the product rule that $d(dx^I)=0$. Therefore, to prove local formulas, it suffices to work with $\omega=\psi\cdot \alpha$ where $\psi$ is a local section of $E$ and $\alpha$ is a closed scalar $k$-form.
  • If $\omega=\psi\cdot \alpha$, with $\alpha$ closed, then (by induction and product rule) we see that for all $p\geq 0$, \begin{align} d_{\nabla}^p\omega=(d_{\nabla}^p\psi)\wedge \alpha. \end{align} In other words, when you have a ‘basic’ $E$-valued $k$-form (with $\alpha$ closed), if you want to apply exterior covariant derivatives, then you simply let it act on the ‘vector part’, i.e $\psi$. In particular, taking $p=2$, we get \begin{align} d_{\nabla}^2\omega&=(d_{\nabla}^2\psi)\wedge \alpha =(R\cdot_{\text{ev}}\psi)\wedge \alpha =R\wedge_{\text{ev}}(\psi\cdot\alpha) =R\wedge_{\text{ev}}\omega. \end{align} The second equal sign is essentially by definition of the curvature $R$, and the third follows from the associativity of wedges as described in my last link of the comments.
  • The equation $d_{\nabla}^2\omega=R\wedge_{\text{ev}}\omega$ is linear in $\omega$, so because we have proved it for ‘basic’ forms, and because every form is a sum of such guys, we deduce it holds for all forms.

Therefore, we now have a very nice and concise way of writing formulas involving curvature.


What I said above answers your question. But here are some extra good-to-know things.

  • In Riemannian geometry, it is often the case that people do not go higher than second derivatives, because ‘everything else is encoded in the curvature’. Of course this is a vague statement, but one way of precisely saying this is that everytime we apply two exterior covariant derivatives, it amounts to wedging by the curvature: \begin{align} d_{\nabla}^4(\omega)=d_{\nabla}^2(d_{\nabla}^2\omega)=R\wedge_{\text{ev}}(R\wedge_{\text{ev}}\omega)=(R\wedge_{\circ}R)\wedge_{\text{ev}}\omega, \end{align} where the final equal sign again uses ‘associativity of wedges’ (in the guise of $(T\circ S)(x)=T(S(x))$ for endomorphisms $T,S$ and a vector $x$, or in words, composing then evaluating is by definition the same as successively evaluating). By induction, you can prove that for all $p\geq 0$ (where $\wedge_{\circ}$ refers to the wedge product relative to composition on $\text{End}(E)$ as the bilinear bundle morphism) \begin{align} d_{\nabla}^{2p}\omega=\underbrace{(R\wedge_{\circ}\cdots\wedge_{\circ}R)}_{\text{$p$ times}}\wedge_{\text{ev}}\omega, \end{align} and so applying the above to $d_{\nabla}\omega$, we get \begin{align} d_{\nabla}^{2p+1}\omega=\underbrace{(R\wedge_{\circ}\cdots\wedge_{\circ}R)}_{\text{$p$ times}}\wedge_{\text{ev}}d_{\nabla}\omega. \end{align} Thus, knowledge of $\omega,d_{\nabla}\omega$ and $R$ allows us to (algebraically) compute all the derivatives $\{d_{\nabla}^n\omega\}_{n=0}^{\infty}$.

  • The second/differential Bianchi identity $d_{\nabla^{\text{End}(E)}}R=0$ also falls out easily (without the tons of index manipulations in GR, or various permuted sums you’ll see explicitly written out in Riemannian geometry books (of course we’re suppressing all of that within our exterior calculus)). For any $\omega\in \Omega^k(M;E)$, we have \begin{align} d_{\nabla}^3\omega&=d_{\nabla}^2(d_{\nabla}\omega)=R\wedge_{\text{ev}}d_{\nabla}\omega. \end{align} On the other hand (see the link for the precise statement of this vector-bundle product rule), \begin{align} d_{\nabla}^3\omega&=d_{\nabla}(d_{\nabla}^2\omega)=d_{\nabla}(R\wedge_{\text{ev}}\omega)=d_{\nabla}R\wedge_{{\text{ev}}}\omega+(-1)^2R\wedge_{\text{ev}}d_{\nabla}\omega. \end{align} Comparing these two expressions for $d_{\nabla}^3\omega$, we immediately see that $(d_{\nabla}R)\wedge_{\text{ev}}\omega=0$ for all $\omega$, and thus $d_{\nabla}R=0$.

  • In the special case of $E=TM$, there is a very special $TM$-valued $1$-form on $M$, namely the identity map $I:TM\to TM$ (in the classical literature, this is denoted by $dP$ or $d\mathbf{r}$ to denote the ‘infinitesimal change in position’). If you fix any linear connection $\nabla$ on $TM$, then the torsion that you learn about in differential geometry is precisely the $TM$-valued $2$-form on $M$ given by $\tau=d_{\nabla}I$. We can then investigate the exterior covariant derivative of the torsion: \begin{align} d_{\nabla}\tau&=d_{\nabla}^2I=R\wedge_{\text{ev}}I. \end{align} So, if the LHS vanishes (i.e you have a $d_{\nabla}$-closed torsion… which is certainly the case if the connection itself is torsion free) then the RHS vanishes, i.e $R\wedge_{\text{ev}}I=0$. This is a $TM$-valued $3$-form on $M$; if we evaluate this on vectors $x,y,z\in T_pM$, then the following cyclic sum vanishes: \begin{align} R(x,y)z+R(y,z)x+R(z,x)y&=0. \end{align} This is precisely what the first/algebraic Bianchi identity states. So, $R\wedge_{\text{ev}}I=0$ concisely expresses the algebraic Bianchi identity (which is special to $E=TM$ and is a trivial consequence of vanishing torsion).

  • A local coordinate formula: this is to convince you that, atleast symbolically, $d_{\nabla}$ is not that much more complicated than usual exterior derivative $d$. You can prove either from your axioms of $d_{\nabla}$, or take as a definition the following rule for how $d_{\nabla}$ acts on an $E$-valued $k$-form $\omega$ on $M$: if we locally write $\omega=\sum\omega_I\,dx^I$, then on $U$, \begin{align} d_{\nabla}\omega&=\sum_I(\nabla\omega_I)\wedge dx^I=\sum_I\sum_{j=1}^n\left(\nabla_{\frac{\partial}{\partial x^j}}\omega_I\right)\,dx^j\wedge dx^I. \end{align} Notice how this is completely analogous to the usual local coordinate formula for the exterior derivative of scalar forms $d\omega=\sum_I (d\omega_I)\wedge dx^I=\sum_I\sum_j\frac{\partial\omega_I}{\partial \omega_j}\,dx^j\wedge dx^I$.

peek-a-boo
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    crap… I just realized you called the curvature $F^{\nabla}$ rather than $R$. Hopefully you can make the mental changes :) – peek-a-boo Feb 19 '24 at 18:04
  • Thanks, yet again for the informative answer. To understand $\wedge_{\text{ev}}$ in $R\wedge_{\text{ev}}\omega$ correctly, is it an element of $\Omega^2(\text{End}(E)) \otimes \Omega^k(M)$ where $\text{ev} : \text{End}(E) \otimes E \to E$ is given by $\varphi \otimes e \mapsto \varphi(e)$? If so what does the notation $\wedge_{\text{ev}}$ exactly mean here? @peek-a-boo – Tepes Feb 19 '24 at 19:30
  • @Tepes $R$ is an element of $\Omega^2(M;\text{End}(E))$, and $\omega$ is an element of $\Omega^k(M;E)$, and $\wedge_{\text{ev}}$ takes these two and produces $R\wedge_{\text{ev}}\omega\in\Omega^{k+2}(M; E)$. And yes, $\text{ev}$ denotes the canonical bilinear bundle morphism $\text{End}(E)\oplus E\to E$, $(\phi,e)\mapsto \phi(e)$… or if you want to descend to a linear bundle morphism out of the tensor product $\text{End}(E)\otimes E\to E$ acting on the pure guys as $(\phi,e)\mapsto \phi(e)$, be my guest. – peek-a-boo Feb 19 '24 at 19:35
  • regarding what exactly $\wedge_{\text{ev}}$ means/ how it is defined, I guess you haven’t read my third link which I left in the comment. – peek-a-boo Feb 19 '24 at 19:35
  • I see, it's the same as $\omega\wedge_{\beta}\eta$, but with $\beta = \text{ev}$. I got a bit carried away with the $k+l$ shuffles there. @peek-a-boo – Tepes Feb 19 '24 at 19:41
  • yes, I’m setting $\beta=\text{ev}$ (and later, $\beta=\circ$). – peek-a-boo Feb 19 '24 at 19:42
  • Do you by any chance happen to know a good reference for this exterior covariant derivative? I have been looking at some of Lee's books on differential geometry and Riemannian geometry, but neither one of them doesn't even mention this. Same thing with Bott & Tu. Instead of bothering you with questions I could actually read this from somewhere. @peek-a-boo. – Tepes Feb 19 '24 at 19:51
  • @Tepes 85-90% of everything I learnt about (fiber, vector, principal) bundles, curvature, connection etc is from Dieudonne’s Treatise on Analysis, Volumes III, IV. The stuff about exterior covariant derivatives is in Vol III, the last few sections of chapter 17. But, it is tough reading. Also, much of the stuff you see me writing out in the links is literally my hand-written notes (i.e not everything I write there can be found in the book; though you’ll have the necessary tools to come up with it yourself). Henri-Cartan’s Differential Forms is also a nice book. – peek-a-boo Feb 19 '24 at 19:56
  • (Cartan only talks about vector-space valued forms). Once I learnt the basics of vector bundles and vector bundle-valued forms, it was only a natural question to ask “how much of the standard exterior calculus can I generalize”. One fine summer afternoon, I just took out my handy copy of Spivak’s calculus on manifolds, turned to chapter 4, sections 4.1-4.2, and went through each definition/theorem and generalized things to the vector bundle case (what you see in the link is the end result); I had all the pieces from Dieudonne, but I just had to put humpty-dumpty together. – peek-a-boo Feb 19 '24 at 19:59
  • but also, see Ivo Terek’s online notes. They’re a nice summary of things. – peek-a-boo Feb 19 '24 at 20:04
  • Just to clarify, evaluating $R\wedge_{\text{ev}}\omega$ at $(X_1,\dots,X_{k+2})$ using what Ivo gave I would get $$R\wedge_{\text{ev}}\omega(X_1,\dots,X_{k+2}) = \sum_{\sigma \in S(k,l)} \text{sgn}(\sigma)\text{ev}(R(X_{\sigma(1)},X_{\sigma(2)}), \omega(X_{\sigma(3)},\dots,X_{\sigma(k+2)}))$$

    and $\text{ev}(R(X_{\sigma(1)},X_{\sigma(2)}), \omega(X_{\sigma(3)},\dots,X_{\sigma(k+2)})) = R(X_{\sigma(1)},X_{\sigma(2)})\omega(X_{\sigma(3)},\dots,X_{\sigma(k+2)})$ makes sense since $\omega(X_{\sigma(3)},\dots,X_{\sigma(k+2)})$ is a section of $E$ when $X_i$'s are vector fields? @peek-a-boo

    – Tepes Feb 20 '24 at 15:39