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Characterisation of gradient flows for a given functional.

Morris BrooksJan Maas
Published in: Calculus of variations and partial differential equations (2024)
Let X be a vector field and Y be a co-vector field on a smooth manifold M . Does there exist a smooth Riemannian metric g α β on M such that Y β = g α β X α ? The main result of this note gives necessary and sufficient conditions for this to be true. As an application of this result we provide a gradient-flow characterisation for dissipative quantum systems. Namely, we show that finite-dimensional ergodic Lindblad equations admit a gradient flow structure for the von Neumann relative entropy if and only if the condition of bkm-detailed balance holds.
Keyphrases
  • molecular dynamics