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LeanPool.AnomalousDiffusion.AVenhance.Infra.Flow.SpatialC1

Spatial differentiability of a characterized smooth periodic flow.

theorem AVenhance.Infra.Flow.flow_variational_quadratic_remainder_all_times_of_le {b : ℝ → Homogenization.Vec 2 → Homogenization.Vec 2} (hb : SmoothPeriodicField b) {X : ℝ → Homogenization.Vec 2 → ℝ → Homogenization.Vec 2} (hX : IsFlow b X) {V : ℝ → Homogenization.Vec 2 → ℝ → Homogenization.Vec 2} (x : Homogenization.Vec 2) (s t : ℝ) (hst : s ≤ t) (hV : IsFlow (linearizedFieldAlongFlow b X x s) V) :
∃ (C : ℝ), 0 ≤ C ∧ ∀ r ∈ Set.Icc s t, ∀ (h : Homogenization.Vec 2), ‖X r (x + h) s - X r x s - V r h s‖ ≤ C * ‖h‖ * ‖h‖

The nonlinear trajectory differs from its variational approximation by a quadratic amount in the initial displacement, for forward time.

theorem AVenhance.Infra.Flow.flow_variational_quadratic_remainder_of_le {b : ℝ → Homogenization.Vec 2 → Homogenization.Vec 2} (hb : SmoothPeriodicField b) {X : ℝ → Homogenization.Vec 2 → ℝ → Homogenization.Vec 2} (hX : IsFlow b X) {V : ℝ → Homogenization.Vec 2 → ℝ → Homogenization.Vec 2} (x : Homogenization.Vec 2) (s t : ℝ) (hst : s ≤ t) (hV : IsFlow (linearizedFieldAlongFlow b X x s) V) :
∃ (C : ℝ), 0 ≤ C ∧ ∀ (h : Homogenization.Vec 2), ‖X t (x + h) s - X t x s - V t h s‖ ≤ C * ‖h‖ * ‖h‖

The nonlinear trajectory differs from its variational approximation by a quadratic amount at a fixed target time, as a consequence of the uniform forward-interval estimate.

The spatial flow map is Fréchet differentiable at every point for forward time, with derivative given by the variational flow.

Time reversal preserves smooth joint periodicity.

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    Flow with observation and starting times both reversed.

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      Spatial differentiability holds at arbitrary target and initial times. The derivative is the unique variational flow along the characterized trajectory.