Download lean/OAI/Geometry/RCD/Heat/BoundedHeatRepresentative.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.38 kB
| import OAI.Geometry.RCD.Heat.HeatBoundedSmoothing | |
| namespace OAI | |
| /-! # Canonical bounded-data heat representatives | |
| The actual Cheeger semigroup and the proved reverse Poincare estimate give | |
| continuous representatives on every RCD space in this application. Full | |
| support makes the representative unique; positivity, linearity and the | |
| Markov amplitude bound therefore hold at every point. No heat kernel is | |
| assumed in this construction. | |
| -/ | |
| open Set Filter MeasureTheory Metric TopologicalSpace | |
| open scoped NNReal Topology | |
| noncomputable section | |
| namespace RegularPointCoordinates | |
| variable {X : Type*} [MetricSpace X] [MeasurableSpace X] [BorelSpace X] | |
| {K : ℝ} {n : ℕ} (hX : NoncollapsedRCD K n X) (hn : 2 ≤ n) (p : X) | |
| /-- Essential boundedness of the L² datum; only a finite amplitude is used. -/ | |
| def HasBoundedAmplitude (f : Lp ℝ 2 (hausdorff n X)) : Prop := | |
| ∃ C : ℝ≥0, ∀ᵐ x ∂hausdorff n X, |f x| ≤ C | |
| namespace NoncollapsedRCD | |
| variable [ProperSpace X] [SeparableSpace X] | |
| [IsLocallyFiniteMeasure (hausdorff n X)] [(hausdorff n X).Regular] | |
| /-- The continuous representative constructed from bounded-data smoothing. -/ | |
| def boundedHeat (f : Lp ℝ 2 (hausdorff n X)) (hf : HasBoundedAmplitude f) | |
| (t : ℝ) (ht : 0 < t) : X → ℝ := | |
| (hX.heat_bounded_lipschitz K n hn p f hf.choose hf.choose_spec t ht).choose | |
| omit [SeparableSpace X] [IsLocallyFiniteMeasure (hausdorff n X)] in | |
| theorem boundedHeat_represents (f : Lp ℝ 2 (hausdorff n X)) | |
| (hf : HasBoundedAmplitude f) (t : ℝ) (ht : 0 < t) : | |
| heatAt (hausdorff n X) hX.quadratic t f =ᵐ[hausdorff n X] | |
| hX.boundedHeat hn p f hf t ht := | |
| (hX.heat_bounded_lipschitz K n hn p f hf.choose hf.choose_spec t ht).choose_spec.2 | |
| omit [ProperSpace X] [SeparableSpace X] [IsLocallyFiniteMeasure (hausdorff n X)] | |
| [(hausdorff n X).Regular] in | |
| theorem boundedHeat_continuous (f : Lp ℝ 2 (hausdorff n X)) | |
| (hf : HasBoundedAmplitude f) (t : ℝ) (ht : 0 < t) : | |
| Continuous (hX.boundedHeat hn p f hf t ht) := | |
| (hX.heat_bounded_lipschitz K n hn p f hf.choose hf.choose_spec t ht).choose_spec.1.continuous | |
| omit [SeparableSpace X] [IsLocallyFiniteMeasure (hausdorff n X)] in | |
| /-- Independence of the base point and the bound chosen in the construction. -/ | |
| theorem boundedHeat_unique (f : Lp ℝ 2 (hausdorff n X)) | |
| (hf : HasBoundedAmplitude f) (t : ℝ) (ht : 0 < t) | |
| {v : X → ℝ} (hv : Continuous v) | |
| (hrep : heatAt (hausdorff n X) hX.quadratic t f =ᵐ[hausdorff n X] v) : | |
| hX.boundedHeat hn p f hf t ht = v := by | |
| let := hX.openPos K n | |
| exact MeasureTheory.Measure.eq_of_ae_eq ((hX.boundedHeat_represents hn p f hf t ht).symm.trans hrep) | |
| (hX.boundedHeat_continuous hn p f hf t ht) hv | |
| omit [ProperSpace X] [(hausdorff n X).Regular] in | |
| theorem boundedHeat_lipschitz (f : Lp ℝ 2 (hausdorff n X)) | |
| (hf : HasBoundedAmplitude f) (t : ℝ) (ht : 0 < t) | |
| (C : ℝ≥0) (hC : ∀ᵐ x ∂hausdorff n X, |f x| ≤ C) : | |
| LipschitzWith ⟨Real.sqrt ((C:ℝ)^2/(2*t*Real.exp (-2*|K| *t))),Real.sqrt_nonneg _⟩ | |
| (hX.boundedHeat hn p f hf t ht) := by | |
| let : ProperSpace X := hX.proper K n hn | |
| let : (hausdorff n X).Regular := inferInstance | |
| obtain ⟨v, hv, hrep⟩ := hX.heat_bounded_lipschitz K n hn p f C hC t ht | |
| rw [hX.boundedHeat_unique hn p f hf t ht hv.continuous hrep] | |
| exact hv | |
| end NoncollapsedRCD | |
| end RegularPointCoordinates | |
| end | |
| end OAI | |