Download lean/OAI/Analysis/CoulombIonization/Fermionic/ParticleDensity.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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6.47 kB
| import Mathlib | |
| import OAI.Analysis.CoulombIonization.FormDomain.WeakDerivativeSmulL2 | |
| import OAI.Analysis.CoulombIonization.FormDomain.GradientVector | |
| namespace OAI | |
| noncomputable section | |
| open MeasureTheory Filter | |
| open scoped Topology BigOperators ContDiff | |
| open MeasureTheory Filter Complex TopologicalSpace | |
| open scoped Topology InnerProductSpace ENNReal | |
| open MeasureTheory Filter Complex | |
| open scoped Topology BigOperators ComplexConjugate FourierTransform SchwartzMap ENNReal | |
| open MeasureTheory Filter | |
| open scoped Topology ContDiff SchwartzMap FourierTransform ENNReal | |
| open MeasureTheory Filter | |
| open scoped ContDiff InnerProductSpace Topology | |
| open MeasureTheory Filter | |
| open scoped ENNReal | |
| namespace CoulombAtom.Pauli | |
| open CoulombPauli CoulombPackets CoulombLT | |
| def oneParticleDensity {N : ℕ} (ψ : FormVector (N+1)) | |
| (hψ : ∀ s, MemLp (ψ.value s) 2) : Space → ℝ≥0∞ := | |
| fermionDensity (toMany ψ hψ) | |
| theorem form_lieb_thirring {N : ℕ} (ψ : FormVector (N+1)) | |
| (hψ : FormAdmissible ψ) : | |
| (∫⁻ x, oneParticleDensity ψ hψ.1 x ^ (5/3:ℝ)) ≤ | |
| ENNReal.ofReal (32*(N+1:ℝ) + (2048/3:ℝ)* | |
| (∑ s : Spins (N+1), ∑ i : Fin (N+1), ∑ a : Fin 3, | |
| ∫ x : Configuration (N+1), ‖ψ.gradient s i a x‖^2)) := by | |
| have hn : ‖toMany ψ hψ.1‖^2 = 1 := | |
| (toMany_norm_sq ψ hψ.1).trans hψ.2.2.2.2.1 | |
| have ha (i j : Fin (N+1)) (hij : i ≠ j) : | |
| permute (Equiv.swap i j) (toMany ψ hψ.1) = -toMany ψ hψ.1 := by | |
| rw [toMany_permute ψ hψ.1 (Equiv.swap i j) (hψ.2.2.2.1 _)] | |
| simp [Equiv.Perm.sign_swap hij] | |
| have hw (i : Fin (N+1)) (a : Fin 3) := form_hasFermionGradient ψ hψ i a | |
| simp only [EuclideanSpace.basisFun_apply] at hw | |
| have h := fermion_lieb_thirring (toMany ψ hψ.1) (gradientMany ψ hψ) hw hn ha | |
| simp only [gradientMany_norm_sq] at h | |
| have hs : (∑ s : Spins (N+1), ∑ i : Fin (N+1), ∑ a : Fin 3, | |
| ∫ x : Configuration (N+1), ‖ψ.gradient s i a x‖^2) = | |
| ∑ i : Fin (N+1), ∑ a : Fin 3, ∑ s : Spins (N+1), | |
| ∫ x : Configuration (N+1), ‖ψ.gradient s i a x‖^2 := by | |
| rw [Finset.sum_comm] | |
| exact Finset.sum_congr rfl (fun i _ => Finset.sum_comm) | |
| simpa only [oneParticleDensity,hs] using h | |
| end CoulombAtom.Pauli | |
| namespace CoulombLT | |
| open CoulombPauli CoulombPackets | |
| variable {V : Type*} [NormedAddCommGroup V] [InnerProductSpace ℝ V] | |
| [FiniteDimensional ℝ V] [MeasurableSpace V] [BorelSpace V] | |
| lemma coordinateDensity_aemeasurable {N : ℕ} | |
| (ψ : fermionL2 (V := V) (N+1)) (i : Fin (N+1)) : | |
| AEMeasurable (fun x => ∑ s : Fin 2, ∫⁻ y, | |
| ENNReal.ofReal (‖splitFermion i ψ ((x,s),y)‖^2) | |
| ∂(configMeasure N (spinSpaceMeasure (V := V)))) volume := by | |
| have hm := ((Lp.memLp (splitFermion i ψ)).aestronglyMeasurable.norm.pow 2).aemeasurable.ennreal_ofReal | |
| have h1 := hm.lintegral_prod_right' | |
| have h2 := h1.lintegral_prod_right' | |
| simpa only [lintegral_fintype,Measure.count_singleton,mul_one,Pi.pow_apply] using h2 | |
| lemma fermionDensity_aemeasurable {N : ℕ} (ψ : fermionL2 (V := V) (N+1)) : | |
| AEMeasurable (fermionDensity ψ) volume := by | |
| exact Finset.aemeasurable_fun_sum Finset.univ (fun i _ => coordinateDensity_aemeasurable ψ i) | |
| lemma coordinate_density_weighted {N : ℕ} (ψ : fermionL2 (V := V) (N+1)) | |
| (i : Fin (N+1)) (w : V → ℝ) (hw : Measurable w) : | |
| (∫⁻ x, ENNReal.ofReal (w x) * (∑ s : Fin 2, ∫⁻ y, | |
| ENNReal.ofReal (‖splitFermion i ψ ((x,s),y)‖^2) | |
| ∂(configMeasure N (spinSpaceMeasure (V := V))))) = | |
| ∫⁻ q, ENNReal.ofReal (w (q i).1) * ENNReal.ofReal (‖ψ q‖^2) | |
| ∂(configMeasure (N+1) (spinSpaceMeasure (V := V))) := by | |
| let ν := configMeasure N (spinSpaceMeasure (V := V)) | |
| have hm : AEMeasurable (fun p : (V × Fin 2) × (Fin N → V × Fin 2) => | |
| ENNReal.ofReal (w p.1.1) * ENNReal.ofReal (‖splitFermion i ψ p‖^2)) | |
| ((spinSpaceMeasure (V := V)).prod ν) := | |
| ((hw.comp (measurable_fst.comp measurable_fst)).ennreal_ofReal.aemeasurable).mul | |
| ((Lp.memLp (splitFermion i ψ)).aestronglyMeasurable.norm.pow 2).aemeasurable.ennreal_ofReal | |
| have hp := splitAt_preserving (μ := spinSpaceMeasure (V := V)) i | |
| have ha := pull_ae (splitAt i).symm (hp.symm (splitAt i)) ψ | |
| calc | |
| _ = ∫⁻ x, ∫⁻ s : Fin 2, ∫⁻ y, | |
| ENNReal.ofReal (w x) * ENNReal.ofReal (‖splitFermion i ψ ((x,s),y)‖^2) ∂ν ∂Measure.count := by | |
| apply lintegral_congr | |
| intro x | |
| simp only [lintegral_const_mul' _ _ ENNReal.ofReal_ne_top,lintegral_fintype,Measure.count_singleton,mul_one,Finset.mul_sum] | |
| rfl | |
| _ = ∫⁻ p, ENNReal.ofReal (w p.1.1) * ENNReal.ofReal (‖splitFermion i ψ p‖^2) | |
| ∂((spinSpaceMeasure (V := V)).prod ν) := by | |
| rw [lintegral_prod _ hm,lintegral_prod _ hm.lintegral_prod_right'] | |
| _ = ∫⁻ p, ENNReal.ofReal (w p.1.1) * ENNReal.ofReal (‖ψ ((splitAt i).symm p)‖^2) | |
| ∂((spinSpaceMeasure (V := V)).prod ν) := by | |
| apply lintegral_congr_ae | |
| filter_upwards [ha] with p hp | |
| rw [← hp] | |
| rfl | |
| _ = _ := by | |
| have he := (hp.symm (splitAt i)).lintegral_comp_emb | |
| (splitAt i).symm.measurableEmbedding | |
| (fun q => ENNReal.ofReal (w (q i).1) * ENNReal.ofReal (‖ψ q‖^2)) | |
| have hs (p : (V × Fin 2) × (Fin N → V × Fin 2)) : | |
| (splitAt i).symm p i = p.1 := by | |
| exact congrArg Prod.fst ((splitAt i).apply_symm_apply p) | |
| simp_rw [hs] at he | |
| exact he | |
| lemma density_weighted_lintegral {N : ℕ} (ψ : fermionL2 (V := V) (N+1)) | |
| (w : V → ℝ) (hw : Measurable w) : | |
| (∫⁻ x, ENNReal.ofReal (w x) * fermionDensity ψ x) = | |
| ∑ i : Fin (N+1), ∫⁻ q, ENNReal.ofReal (w (q i).1) * ENNReal.ofReal (‖ψ q‖^2) | |
| ∂(configMeasure (N+1) (spinSpaceMeasure (V := V))) := by | |
| change (∫⁻ x, ENNReal.ofReal (w x) * ∑ i : Fin (N+1), | |
| ∑ s : Fin 2, ∫⁻ y, ENNReal.ofReal (‖splitFermion i ψ ((x,s),y)‖^2) | |
| ∂(configMeasure N (spinSpaceMeasure (V := V)))) = _ | |
| conv_lhs => arg 2; ext x; rw [Finset.mul_sum] | |
| rw [lintegral_finsetSum' (f := fun i x => ENNReal.ofReal (w x) * | |
| (∑ s : Fin 2, ∫⁻ y, ENNReal.ofReal (‖splitFermion i ψ ((x,s),y)‖^2) | |
| ∂(configMeasure N (spinSpaceMeasure (V := V))))) Finset.univ (fun i _ => | |
| hw.ennreal_ofReal.aemeasurable.mul (coordinateDensity_aemeasurable ψ i))] | |
| exact Finset.sum_congr rfl (fun i _ => coordinate_density_weighted ψ i w hw) | |
| end CoulombLT | |
| end | |
| end OAI | |