Velocities as function of canonical momenta

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The discussion centers on the relationship between canonical momenta and velocities in classical mechanics, specifically through the equation p_k = ∂L/∂dot{q}_k. It is established that velocities can be expressed as functions of generalized coordinates and momenta when the determinant of the Hessian matrix, derived from the Lagrangian, is non-zero. This condition ensures the invertibility necessary for applying the implicit function theorem. The participants emphasize the importance of this mathematical framework in deriving velocities from the defined canonical momenta. Understanding this relationship is crucial for solving problems in analytical mechanics.
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Assuming I've understood some claims correctly, having defined the canonical momenta with equation

<br /> p_k = \frac{\partial L}{\partial \dot{q}_k},<br />

we can solve the velocities as functions

<br /> \dot{q}_k(q_1,\ldots,q_n,p_1,\ldots, p_n)<br />

precisely when the determinant

<br /> \textrm{det}\Big(\Big(\frac{\partial^2 L}{\partial \dot{q}_k\partial\dot{q}_{k&#039;}}\Big)_{k,k&#039;\in\{1,\ldots,n\}}\Big)<br />

is non-zero. Why is this the case? The result looks reasonable, but I have difficulty seeing where this is coming from.
 
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Basically, to solve the velocities, you will want to use the implicit function theorem, from which it follows that the Hessian must be invertible. Also see the exact statement in the link.
 
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