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Add lean source and binary files (part 16)
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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