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LeanPool.AnomalousDiffusion.AVenhance.Infra.Section4.Amnr.CurveJetOperators

Actual higher derivatives of primitive fields acting on trajectories.

theorem AVenhance.Infra.Section4.amnrCurveJointCompose_iteratedFDeriv_eval {K E F : Type} [TopologicalSpace K] [CompactSpace K] [NormedAddCommGroup E] [NormedSpace ℝ E] [NormedAddCommGroup F] [NormedSpace ℝ F] {f : ℝ × E → F} (hf : ContDiff ℝ (↑⊤) f) (hbound : ∀ (j : ℕ), ∃ (C : ℝ), 0 ≤ C ∧ ∀ (z : ℝ × E), ‖iteratedFDeriv ℝ j f z‖ ≤ C) (η : C(K, ℝ)) (n : ℕ) (u : C(K, E)) (v : Fin n → C(K, E)) (t : K) :
((iteratedFDeriv ℝ n (amnrCurveJointCompose f ⋯ η) u) v) t = (iteratedFDeriv ℝ n (fun (x : E) => f (η t, x)) (u t)) fun (j : Fin n) => (v j) t

Each actual trajectory-space derivative is the pointwise state derivative of the primitive field. There is no additional norm cost from the curve-space representation.

theorem AVenhance.Infra.Section4.amnrCurveJointCompose_iteratedFDeriv_norm_le {K E F : Type} [TopologicalSpace K] [CompactSpace K] [NormedAddCommGroup E] [NormedSpace ℝ E] [NormedAddCommGroup F] [NormedSpace ℝ F] {f : ℝ × E → F} (hf : ContDiff ℝ (↑⊤) f) (hbound : ∀ (j : ℕ), ∃ (C : ℝ), 0 ≤ C ∧ ∀ (z : ℝ × E), ‖iteratedFDeriv ℝ j f z‖ ≤ C) (η : C(K, ℝ)) (n : ℕ) (u : C(K, E)) {B : ℝ} (hB : 0 ≤ B) (hstate : ∀ (t : K) (x : E), ‖iteratedFDeriv ℝ n (fun (y : E) => f (η t, y)) x‖ ≤ B) :

A uniform actual state-derivative bound gives exactly the same bound for the corresponding operator on continuous trajectories.