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Appendix

Here we list side remarks as they appear in the text

  • For some ff which is a function of (t,x(t))(t, x(t)), we have dfdt=ft+xfdxdt\frac{d f}{d t} = \frac{\partial f}{\partial t} + \nabla_x f \cdot \frac{d x}{d t}
  • For some f:RdRdf: \mathbb R^d \rightarrow \mathbb R^d and some scalar u:RdRu: \mathbb R^d \rightarrow \mathbb R, we have (fu)=fu+uf\nabla \cdot (f u) = \nabla \cdot f u + \nabla u \cdot f