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There is a notion of derivatives of forms that generalizes the notions of classical
derivative, gradient, curl, and divergence. The derivative of a smooth \(k\)-form is a
smooth \((k+1)\)-form.
In \(\mathbb {R}\), if \(\omega = x^3 + \sin x\), then
\[ d \omega = ( 3x^2 + \cos x )\, dx \]
In \(\mathbb {R}^2\), if \(\omega = x^2 \cos y - y e^x\), then
\[ d \omega = ( 2x \cos y - y e^x )\, dx + (- x^2 \sin y - e^x) \, dy \]
In \(\mathbb {R}^3\), if \(\omega = z^3 e^x + 2 z \cos y \), then
\[ d \omega = e^x \, dx - 2 z \sin y \, dy + (3 z^2 e^x + 2 \cos y) \, dz \]
In \(\mathbb {R}^2\), if \(\omega = x y^2 \, dx + y \cos x \, dy \), then
\begin{align*} d \omega & = y^2 \, dx \wedge dx + 2 xy \, dy \wedge dx - y \sin x \, dx \wedge dy + \cos x \, dy \wedge dy \\ & = (- y \sin x - 2 xy ) \, dx \wedge dy \end{align*}
because the terms \(dx \wedge dx \) and \(dy \wedge dy\) are zero. Note that if we think of \(\omega \) as the vector field
\[ F = \langle x y^2 , y \cos x \rangle ,\]
then
\[ \text {curl} (F) = - y \sin x - 2 xy \]
In \(\mathbb {R}^3\), if \(\omega = yz \, dx + y e^z \, dy + x^2 \, dz \), then
\begin{align*} d \omega & = z \, dy \wedge dx + y \, dz \wedge dx + e^z \, dy \wedge dy + y e^z \, dz \wedge dy + 2x \, dx \wedge dz \\ & = - y e^z \, dy \wedge dz + ( y - 2x ) \, dz \wedge dx - z \, dx \wedge dy \end{align*}
Note that if we think of \(\omega \) as the vector field
\[ F = \langle yz , y e^z , x^2 \rangle ,\]
then
\[ \text {Curl} (F) = \langle - y e^z , y - 2x , -z \rangle \]
In \(\mathbb {R}^3\), if \(\omega = x^2 y \, dy \wedge dz + e^y \cos z \, dz \wedge dx + x ^2 \sin z \, dx \wedge dy \), then
\begin{align*} d \omega & = 2xy \, dx \wedge dy \wedge dz + e^y \cos z \, dy \wedge dz \wedge dx + x^2 \cos z \, dz \wedge dx \wedge dy \\& = ( 2xy + e^y \cos z + x^2 \cos z )\, dx \wedge dy \wedge dz \end{align*}
Note that if we think of \(\omega \) as the vector field
\[ F = \langle x^2 y , e^y \cos z , x ^2 \sin z \rangle ,\]
then
\[ \text {div} (F) = 2xy + e^y \cos z + x^2 \cos z \]
In \(\mathbb {R}\), if \(\omega = f(x)\), then
\[ d \omega = f' (x)\, dx \]
In \(\mathbb {R}^2\), if \(\omega = f(x,y)\), then
\[ d \omega = \frac {\partial f}{\partial x} \, dx + \frac {\partial f}{\partial y} \, dy \]
In \(\mathbb {R}^3\), if \(\omega = f(x,y,z) \), then
Fundamental Theorem of Calculus Let \(\omega \) be a smooth \(k\)-form in \(\mathbb {R}^n\), and \(M\subset \mathbb {R}^n\) an oriented
\((k+1)\)-dimensional manifold with boundary. Then