Why, in physics, isn't the law of sine used as often as the law of cosine?

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When dealing with vector quantities (like force) in physics, we often have to either decompose the vector into appropriate components or find the length of the opposite side of a non-right-angle triangle.

To give a more specific example, for those who know physics, I can mention the way the distance between a mass element and the point P in the proof of Newton's shell theorem (see the diagram below).

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Back to the original point, in the process of expressing this distance we use the cosine law, not the sine law; and indeed, if I apply the sine law, the expression for $dF$ (force element) becomes a bit dirty and very hard to integrate. But I'm curious why that is. The sine law is much simpler than the cosine law, but why is this happening? Or am I wrong and is it possible to use the sine law in integration?

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A purely heuristic argument perhaps runs as follows. Classical mechanics assumes Euclidean geometry to be the underlying geometry, where, given two vectors $u,v$, with an angle of $\theta$ between them, the cosine-law is expressed as follows

$$\|u\pm v\|^2=\|u\|^2\pm2\cos\theta\cdot \|u\|\cdot\|v\|+\|v\|^2$$

and since in many cases a quantity of interest is in fact $\|u\pm v\|$ ,(given $u,v$), the cosine rule seems to be more susceptible than the sine rule.

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The sine law may appear simple, perhaps only deceptively so, at least for your example where $\theta$ is the only known angle. Because the sine law would require two angles, instead of just $\theta$ as in the cosine law.

If you eliminate the second angle in terms of $\theta$ in the sine law, you would end up with the same expression of the cosine law.