Download lean/OAI/Analysis/CoulombIonization/Fermionic/Density.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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7.71 kB
| import Mathlib | |
| import OAI.Analysis.CoulombIonization.FormDomain.FermionDensityMass | |
| 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 density {N : ℕ} (ψ : FormVector (N+1)) (hψ : ∀ s, MemLp (ψ.value s) 2) (x : Space) : ℝ := | |
| (oneParticleDensity ψ hψ x).toReal | |
| lemma density_nonneg {N : ℕ} (ψ : FormVector (N+1)) (hψ : ∀ s, MemLp (ψ.value s) 2) (x : Space) : | |
| 0 ≤ density ψ hψ x := ENNReal.toReal_nonneg | |
| lemma density_integrable {N : ℕ} (ψ : FormVector (N+1)) (hψ : ∀ s, MemLp (ψ.value s) 2) : | |
| Integrable (density ψ hψ) := fermionDensity_real_integrable (toMany ψ hψ) | |
| lemma density_mass {N : ℕ} (ψ : FormVector (N+1)) (hψ : FormAdmissible ψ) : | |
| (∫ x, density ψ hψ.1 x) = (N+1:ℝ) := by | |
| change (∫ x, (fermionDensity (toMany ψ hψ.1) x).toReal) = _ | |
| rw [fermionDensity_real_mass,toMany_norm_sq,hψ.2.2.2.2.1,mul_one] | |
| lemma density_power_integrable {N : ℕ} (ψ : FormVector (N+1)) (hψ : FormAdmissible ψ) : | |
| Integrable (fun x => density ψ hψ.1 x^(5/3:ℝ)) := by | |
| have hm := (fermionDensity_aemeasurable (toMany ψ hψ.1)).pow_const (5/3:ℝ) | |
| have hb := form_lieb_thirring ψ hψ | |
| have hn : (∫⁻ x, oneParticleDensity ψ hψ.1 x^(5/3:ℝ)) ≠ ⊤ := | |
| ne_top_of_le_ne_top ENNReal.ofReal_ne_top hb | |
| have hi := integrable_toReal_of_lintegral_ne_top hm hn | |
| change Integrable (fun x => (fermionDensity (toMany ψ hψ.1) x).toReal ^ (5/3:ℝ)) | |
| simpa only [← ENNReal.toReal_rpow] using hi | |
| lemma density_power_bound {N : ℕ} (ψ : FormVector (N+1)) (hψ : FormAdmissible ψ) : | |
| (∫ x, density ψ hψ.1 x^(5/3:ℝ)) ≤ | |
| 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 hm := (fermionDensity_aemeasurable (toMany ψ hψ.1)).pow_const (5/3:ℝ) | |
| have hb := form_lieb_thirring ψ hψ | |
| have hn : (∫⁻ x, oneParticleDensity ψ hψ.1 x^(5/3:ℝ)) ≠ ⊤ := | |
| ne_top_of_le_ne_top ENNReal.ofReal_ne_top hb | |
| have he := integral_toReal hm (ae_lt_top' hm hn) | |
| simp only [← ENNReal.toReal_rpow] at he | |
| change (∫ x, (fermionDensity (toMany ψ hψ.1) x).toReal ^ (5/3:ℝ)) ≤ _ | |
| rw [he] | |
| exact (ENNReal.toReal_le_toReal hn ENNReal.ofReal_ne_top).2 hb |>.trans_eq | |
| (ENNReal.toReal_ofReal (by positivity)) | |
| lemma toMany_coordinate_lintegral {N : ℕ} (ψ : FormVector N) | |
| (hψ : ∀ s, MemLp (ψ.value s) 2) (i : Fin N) (w : Space → ℝ) | |
| (hw : Measurable w) : | |
| (∫⁻ q, ENNReal.ofReal (w (q i).1) * ENNReal.ofReal (‖toMany ψ hψ q‖^2) | |
| ∂configMeasure N oneMeasure) = | |
| ∑ s : Spins N, ∫⁻ x : Configuration N, | |
| ENNReal.ofReal (w (x i)) * ENNReal.ofReal (‖ψ.value s x‖^2) := by | |
| have hm : AEMeasurable (fun p : Configuration N × Spins N => | |
| ENNReal.ofReal (w (p.1 i)) * ENNReal.ofReal (‖ψ.value p.2 p.1‖^2)) | |
| ((volume : Measure (Configuration N)).prod Measure.count) := | |
| ((hw.comp ((measurable_pi_apply i).comp measurable_fst)).ennreal_ofReal.aemeasurable).mul | |
| ((memLp_spin ψ.value hψ).aestronglyMeasurable.norm.pow 2).aemeasurable.ennreal_ofReal | |
| calc | |
| _ = ∫⁻ q, ENNReal.ofReal (w (q i).1) * | |
| ENNReal.ofReal (‖ψ.value (fun j => (q j).2) (fun j => (q j).1)‖^2) | |
| ∂configMeasure N oneMeasure := by | |
| apply lintegral_congr_ae | |
| filter_upwards [toMany_ae ψ hψ] with q hq | |
| rw [hq] | |
| _ = ∫⁻ p : Configuration N × Spins N, | |
| ENNReal.ofReal (w (p.1 i)) * ENNReal.ofReal (‖ψ.value p.2 p.1‖^2) | |
| ∂volume.prod Measure.count := | |
| (splitSpin_preserving N).lintegral_comp_emb (splitSpin N).measurableEmbedding | |
| (fun p : Configuration N × Spins N => ENNReal.ofReal (w (p.1 i)) * ENNReal.ofReal (‖ψ.value p.2 p.1‖^2)) | |
| _ = _ := by | |
| rw [lintegral_prod_symm _ hm] | |
| simp only [lintegral_fintype,Measure.count_singleton,mul_one] | |
| lemma density_coulomb_lintegral {N : ℕ} (ψ : FormVector (N+1)) (hψ : FormAdmissible ψ) : | |
| (∫⁻ x, ENNReal.ofReal (‖x‖⁻¹) * oneParticleDensity ψ hψ.1 x) = | |
| ENNReal.ofReal (∑ s : Spins (N+1), ∑ i : Fin (N+1), | |
| ∫ x : Configuration (N+1), ‖ψ.value s x‖^2 / ‖x i‖) := by | |
| change (∫⁻ x : Space, ENNReal.ofReal (‖x‖⁻¹) * fermionDensity (toMany ψ hψ.1) x) = _ | |
| rw [density_weighted_lintegral (toMany ψ hψ.1) (fun x : Space => ‖x‖⁻¹) measurable_norm.inv] | |
| trans ∑ i : Fin (N+1), ∑ s : Spins (N+1), ∫⁻ x : Configuration (N+1), | |
| ENNReal.ofReal (‖x i‖⁻¹) * ENNReal.ofReal (‖ψ.value s x‖^2) | |
| · exact Finset.sum_congr rfl (fun i _ => | |
| toMany_coordinate_lintegral ψ hψ.1 i (fun x : Space => ‖x‖⁻¹) measurable_norm.inv) | |
| have hi (i : Fin (N+1)) (s : Spins (N+1)) : | |
| (∫⁻ x : Configuration (N+1), ENNReal.ofReal (‖x i‖⁻¹) * | |
| ENNReal.ofReal (‖ψ.value s x‖^2)) = | |
| ENNReal.ofReal (∫ x : Configuration (N+1), ‖ψ.value s x‖^2 / ‖x i‖) := by | |
| rw [ofReal_integral_eq_lintegral_ofReal (hψ.2.2.2.2.2.1 s i) | |
| (Filter.Eventually.of_forall (fun x => by positivity))] | |
| apply lintegral_congr | |
| intro x | |
| rw [← ENNReal.ofReal_mul (by positivity : 0 ≤ ‖x i‖⁻¹)] | |
| congr 1 | |
| simp only [div_eq_mul_inv,mul_comm] | |
| simp_rw [hi] | |
| rw [Finset.sum_comm] | |
| have hnuc (s : Spins (N+1)) (i : Fin (N+1)) : | |
| 0 ≤ ∫ x : Configuration (N+1), ‖ψ.value s x‖^2 / ‖x i‖ := | |
| integral_nonneg (fun _ => by positivity) | |
| have heach (s : Spins (N+1)) : | |
| (∑ i : Fin (N+1), ENNReal.ofReal (∫ x : Configuration (N+1), ‖ψ.value s x‖^2 / ‖x i‖)) = | |
| ENNReal.ofReal (∑ i : Fin (N+1), ∫ x : Configuration (N+1), ‖ψ.value s x‖^2 / ‖x i‖) := | |
| (ENNReal.ofReal_sum_of_nonneg (fun i _ => hnuc s i)).symm | |
| simp_rw [heach] | |
| exact (ENNReal.ofReal_sum_of_nonneg (fun s _ => Finset.sum_nonneg | |
| (fun i _ => hnuc s i))).symm | |
| lemma density_coulomb_integral {N : ℕ} (ψ : FormVector (N+1)) (hψ : FormAdmissible ψ) : | |
| Integrable (fun x => density ψ hψ.1 x / ‖x‖) ∧ | |
| (∫ x, density ψ hψ.1 x / ‖x‖) = | |
| ∑ s : Spins (N+1), ∑ i : Fin (N+1), | |
| ∫ x : Configuration (N+1), ‖ψ.value s x‖^2 / ‖x i‖ := by | |
| have hm : AEMeasurable (fun x => ENNReal.ofReal (‖x‖⁻¹) * oneParticleDensity ψ hψ.1 x) := | |
| measurable_norm.inv.ennreal_ofReal.aemeasurable.mul | |
| (fermionDensity_aemeasurable (toMany ψ hψ.1)) | |
| have he := density_coulomb_lintegral ψ hψ | |
| have hn : (∫⁻ x, ENNReal.ofReal (‖x‖⁻¹) * oneParticleDensity ψ hψ.1 x) ≠ ⊤ := by | |
| rw [he]; exact ENNReal.ofReal_ne_top | |
| have hv (x : Space) : | |
| (ENNReal.ofReal (‖x‖⁻¹) * oneParticleDensity ψ hψ.1 x).toReal = density ψ hψ.1 x/‖x‖ := by | |
| rw [ENNReal.toReal_mul,ENNReal.toReal_ofReal (by positivity)] | |
| exact mul_comm _ _ | |
| have hit := integrable_toReal_of_lintegral_ne_top hm hn | |
| have hei := integral_toReal hm (ae_lt_top' hm hn) | |
| simp only [hv] at hit hei | |
| refine ⟨hit, ?_⟩ | |
| rw [hei,he,ENNReal.toReal_ofReal (by positivity)] | |
| end CoulombAtom.Pauli | |
| open MeasureTheory Set Metric | |
| open scoped ENNReal | |
| end | |
| end OAI | |