Download lean/OAI/Analysis/Conductivity/Variational/CompletedPotential.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import Mathlib | |
| import OAI.Analysis.Conductivity.Model | |
| namespace OAI | |
| noncomputable section | |
| open MeasureTheory | |
| open scoped ENNReal | |
| open Matrix Filter Topology | |
| open Set MeasureTheory Filter Topology | |
| open scoped BigOperators | |
| open Set MeasureTheory Filter Topology | |
| open scoped Manifold | |
| open Set Filter | |
| open scoped Topology | |
| namespace ScalarConductivity | |
| def completedPotential {E F : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| [NormedAddCommGroup F] [NormedSpace ℝ F] | |
| (u : E → F) (D : E →L[ℝ] F) (Q : F →L[ℝ] E) (y : E) : E := | |
| Q (u y) + y - Q (D y) | |
| lemma completedPotential_pairing {E F : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| [NormedAddCommGroup F] [NormedSpace ℝ F] | |
| (u : E → F) (D : E →L[ℝ] F) (Q : F →L[ℝ] E) | |
| (hQ : Function.RightInverse Q D) (y : E) : | |
| D (completedPotential u D Q y) = u y := by | |
| simp only [completedPotential, map_sub, map_add, hQ (u y), hQ (D y)] | |
| abel | |
| lemma completedPotential_smooth {E F : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| [NormedAddCommGroup F] [NormedSpace ℝ F] | |
| {u : E → F} (hu : ContDiff ℝ (↑(⊤ : ℕ∞)) u) | |
| (D : E →L[ℝ] F) (Q : F →L[ℝ] E) : | |
| ContDiff ℝ (↑(⊤ : ℕ∞)) (completedPotential u D Q) := | |
| ((Q.contDiff.comp hu).add contDiff_id).sub (Q.contDiff.comp D.contDiff) | |
| lemma completedPotential_derivative {E F : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| [NormedAddCommGroup F] [NormedSpace ℝ F] | |
| {u : E → F} {D : E →L[ℝ] F} {a : E} (hu : HasFDerivAt u D a) | |
| (Q : F →L[ℝ] E) : | |
| HasFDerivAt (completedPotential u D Q) (ContinuousLinearMap.id ℝ E) a := by | |
| convert ((Q.hasFDerivAt.comp a hu).add (hasFDerivAt_id a)).sub | |
| (Q.hasFDerivAt.comp a D.hasFDerivAt) using 1 | |
| · rfl | |
| · abel | |
| theorem exists_potential_chart | |
| {E F : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] [CompleteSpace E] | |
| [NormedAddCommGroup F] [NormedSpace ℝ F] [FiniteDimensional ℝ F] | |
| {u : E → F} (hu : ContDiff ℝ (↑(⊤ : ℕ∞)) u) (a : E) | |
| (hD : Function.Surjective (fderiv ℝ u a)) {U : Set E} (hU : IsOpen U) (ha : a ∈ U) : | |
| ∃ X : OpenPartialHomeomorph E E, | |
| a ∈ X.source ∧ X.source ⊆ U ∧ | |
| ContDiff ℝ (↑(⊤ : ℕ∞)) X ∧ | |
| ContDiffOn ℝ (↑(⊤ : ℕ∞)) X.symm X.target ∧ | |
| (∀ y, (fderiv ℝ u a) (X y) = u y) ∧ | |
| fderiv ℝ X a = ContinuousLinearMap.id ℝ E := by | |
| let D := fderiv ℝ u a | |
| obtain ⟨Q, hQ⟩ := ContinuousLinearMap.HasRightInverse.of_surjective_of_finiteDimensional hD | |
| let f := completedPotential u D Q | |
| have hf := completedPotential_smooth hu D Q | |
| have hfa : HasFDerivAt f (ContinuousLinearEquiv.refl ℝ E : E →L[ℝ] E) a := | |
| completedPotential_derivative ((hu.differentiable (by simp) a).hasFDerivAt) Q | |
| let X₀ := hf.contDiffAt.toOpenPartialHomeomorph f hfa (by simp) | |
| let V := U ∩ {y | IsUnit (fderiv ℝ f y)} | |
| have hV : IsOpen V := hU.inter (Units.isOpen.preimage (hf.continuous_fderiv (by simp))) | |
| have haV : a ∈ V := ⟨ha, by change IsUnit (fderiv ℝ f a); rw [hfa.fderiv]; exact isUnit_one⟩ | |
| let X := X₀.restr V | |
| have hXeq : (X : E → E) = f := rfl | |
| have hsource : X.source = X₀.source ∩ V := by | |
| simp only [X, OpenPartialHomeomorph.restr_source, hV.interior_eq] | |
| have hinv : ContDiffOn ℝ (↑(⊤ : ℕ∞)) X.symm X.target := by | |
| intro y hy | |
| have hx : X.symm y ∈ V := (hsource ▸ X.map_target hy).2 | |
| obtain ⟨v, hv⟩ := hx.2 | |
| let e : E ≃L[ℝ] E := ContinuousLinearEquiv.ofUnit v | |
| have he : (e : E →L[ℝ] E) = fderiv ℝ X (X.symm y) := by | |
| change (v : E →L[ℝ] E) = _ | |
| simpa only [hXeq] using hv | |
| have hd : HasFDerivAt X (e : E →L[ℝ] E) (X.symm y) := by | |
| rw [he, hXeq] | |
| exact (hf.differentiable (by simp) _).hasFDerivAt | |
| exact (X.contDiffAt_symm hy hd (hXeq ▸ hf.contDiffAt)).contDiffWithinAt | |
| refine ⟨X, ?_, ?_, ?_, hinv, ?_, ?_⟩ | |
| · rw [hsource] | |
| exact ⟨hf.contDiffAt.mem_toOpenPartialHomeomorph_source hfa (by simp), haV⟩ | |
| · rw [hsource] | |
| exact fun _ hx => hx.2.1 | |
| · rw [hXeq] | |
| exact hf | |
| · intro y | |
| exact completedPotential_pairing u D Q hQ y | |
| · exact hfa.fderiv | |
| end ScalarConductivity | |
| end | |
| end OAI | |