Flow along hyperbolas

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Let’s say there are some hyperbolas:

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and points are told to flow along the hyperbolic curves. I’ve read about horocyclic flow on the space of unit lattices.

I think it would make sense to use matrices to apply a linear transformation acting on the space of unit lattices to achieve a flow of constant speed.

Q: Is it possible to use matrices to describe the dynamics of points that flow at different speeds along the curves? Are matrices equipped to deal with such flows?

Context:

The Space of Lattices

Lorenz and Modular Flows