openAI-math-dataset / lean /OAI /MathematicalPhysics /BFSS /FrequencyComparison.lean
roseking's picture
Add lean source and binary files (part 85)
f18e7de verified
Raw History Blame Contribute Delete
8.53 kB
import Mathlib
import OAI.MathematicalPhysics.BFSS.FermionQuantization
namespace OAI
/-! Exact field-frequency identification and quantitative frequency lower bounds. -/
namespace BFSSQuantum.AlgebraData
noncomputable section
open Matrix Finset BFSSSpinHalf
open scoped Kronecker
variable {N : ℕ} (M : AlgebraData N)
lemma colorEuclidean_matrix_entry (L : Module.End ℝ (ColorVector N)) (A B : ColorIndex N) :
(eucAlg.symm L) A B = (L (EuclideanSpace.single B 1)) A := by
have h := congrArg (fun K : Module.End ℝ (ColorVector N) =>
(K (EuclideanSpace.single B 1)) A) (eucAlg.apply_symm_apply L)
change ((eucAlg.symm L)*ᵥ (Pi.single B 1)) A = _ at h
simpa only [Matrix.mulVec_single_one,Matrix.col_apply] using h
lemma colorJ_matrix_entry (q : Boson N) (a : Fin 3) (A B : ColorIndex N) :
(eucAlg.symm (M.colorJ q a)) A B =
(1/2:ℝ) * ∑ C : ColorIndex N,
M.structureConstant B A C * q (Fin.castLE (by decide) a,C) := by
rw [colorEuclidean_matrix_entry]
change ((1/2:ℝ) • M.colorLie (spatialColor q (Fin.castLE (by decide) a))
(EuclideanSpace.single B 1)) A = _
simp only [PiLp.smul_apply,smul_eq_mul,colorLie,PiLp.toLp_apply,spatialColor]
congr 1
apply Finset.sum_congr rfl
intro C _
rw [Finset.sum_eq_single B]
· simp only [PiLp.single_eq_same,mul_one]
rw [←M.structureConstant_cycle B A C]
· intro D _ hDB
have hz : EuclideanSpace.single B (1:ℝ) D = 0 := by
simp [hDB]
rw [hz,mul_zero]
· simp
lemma normal_frequency_tensor_entry (q : Boson N) (a : Fin 3)
(r s : FrequencyIndex N) :
(leftLift (κ := ColorIndex N) (M.gamma (Fin.castLE (by decide) a))*M.colorJTensor q a) r s =
M.gamma (Fin.castLE (by decide) a) r.1 s.1 *
((1/2:ℝ) * ∑ C : ColorIndex N,
M.structureConstant s.2 r.2 C * q (Fin.castLE (by decide) a,C)) := by
have hm : leftLift (κ := ColorIndex N) (M.gamma (Fin.castLE (by decide) a))*M.colorJTensor q a =
(M.gamma (Fin.castLE (by decide) a)) ⊗ₖ (eucAlg.symm (M.colorJ q a)) := by
change ((M.gamma (Fin.castLE (by decide) a)) ⊗ₖ (1 : Matrix (ColorIndex N) (ColorIndex N) ℝ)) *
((1 : GammaMatrix) ⊗ₖ (eucAlg.symm (M.colorJ q a))) = _
rw [←Matrix.mul_kronecker_mul,mul_one,one_mul]
rw [hm,Matrix.kronecker_apply,M.colorJ_matrix_entry]
lemma zero_relations_coordinate_tail (q : Boson N) (hq : M.ZeroRelations q)
(j : SpaceIndex) (hj : 3 ≤ j.val) (C : ColorIndex N) : q (j,C) = 0 := by
have h := congrArg (fun v : ColorVector N => v C) (hq.2.2.2 j hj)
exact h
theorem fermionCoefficient_eq_normalFrequency (q : Boson N)
(hq : M.deformedBosonicPotential 1 1 q = 0) :
M.fermionCoefficient q = M.normalFermionFrequency q := by
have hqr := M.potential_zero_relations q hq
ext r s
have ht : (∑ j : SpaceIndex, ∑ C : ColorIndex N,
M.structureConstant s.2 r.2 C*q (j,C)*M.gamma j r.1 s.1) =
∑ j ∈ BFSSGamma.firstThree, ∑ C : ColorIndex N,
M.structureConstant s.2 r.2 C*q (j,C)*M.gamma j r.1 s.1 := by
symm
apply Finset.sum_subset (Finset.subset_univ _)
intro j _ hj
apply Finset.sum_eq_zero
intro C _
have hge : 3 ≤ j.val := by
have h := mt (BFSSGamma.mem_firstThree j).mpr hj
exact Nat.le_of_not_gt h
rw [M.zero_relations_coordinate_tail q hqr j hge C,mul_zero,zero_mul]
have h0 := M.normal_frequency_tensor_entry q 0 r s
have h1 := M.normal_frequency_tensor_entry q 1 r s
have h2 := M.normal_frequency_tensor_entry q 2 r s
change (leftLift (κ := ColorIndex N) (M.gamma 0)*M.colorJTensor q 0) r s =
M.gamma 0 r.1 s.1 * ((1/2:ℝ) * ∑ C : ColorIndex N,
M.structureConstant s.2 r.2 C*q (0,C)) at h0
change (leftLift (κ := ColorIndex N) (M.gamma 1)*M.colorJTensor q 1) r s =
M.gamma 1 r.1 s.1 * ((1/2:ℝ) * ∑ C : ColorIndex N,
M.structureConstant s.2 r.2 C*q (1,C)) at h1
change (leftLift (κ := ColorIndex N) (M.gamma 2)*M.colorJTensor q 2) r s =
M.gamma 2 r.1 s.1 * ((1/2:ℝ) * ∑ C : ColorIndex N,
M.structureConstant s.2 r.2 C*q (2,C)) at h2
simp only [fermionCoefficient,ht,normalFermionFrequency,Matrix.sub_apply,
Matrix.smul_apply,smul_eq_mul,Matrix.add_apply,h0,h1,h2]
have hT : leftLift (κ := ColorIndex N) (BFSSGamma.massT M.gamma) r s =
BFSSGamma.massT M.gamma r.1 s.1 * (if r.2 = s.2 then 1 else 0) := rfl
rw [hT]
simp only [BFSSGamma.firstThree,
Finset.sum_insert (by decide : (0 : Fin 9) ∉ ({1,2} : Finset (Fin 9))),
Finset.sum_insert (by decide : (1 : Fin 9) ∉ ({2} : Finset (Fin 9))),
Finset.sum_singleton,←Finset.sum_mul]
by_cases he : r.2 = s.2 <;> simp only [he,ite_true,ite_false,mul_one,mul_zero] <;> ring
end
end BFSSQuantum.AlgebraData
namespace BFSSQuantum.AlgebraData
noncomputable section
open BFSSSpinHalf
variable {N : ℕ} (M : AlgebraData N)
lemma normalFermionFrequency_skew (q : Boson N) :
(M.normalFermionFrequency q).transpose = -M.normalFermionFrequency q := by
have hg (a : SpaceIndex) : (M.gamma a).transpose = M.gamma a := (M.gamma_symmetric a).eq
have hc (a : Fin 3) :
M.colorJTensor q a * leftLift (M.gamma (Fin.castLE (by decide) a)) =
leftLift (M.gamma (Fin.castLE (by decide) a)) * M.colorJTensor q a :=
(lifts_commute _ _).eq.symm
have term (a : Fin 3) :
(leftLift (κ := ColorIndex N) (M.gamma (Fin.castLE (by decide) a))*M.colorJTensor q a).transpose =
-(leftLift (M.gamma (Fin.castLE (by decide) a))*M.colorJTensor q a) := by
rw [Matrix.transpose_mul,M.colorJTensor_skew,leftLift_transpose,hg,neg_mul,hc]
have h0 := term 0
have h1 := term 1
have h2 := term 2
change (leftLift (M.gamma 0)*M.colorJTensor q 0).transpose = -(leftLift (M.gamma 0)*M.colorJTensor q 0) at h0
change (leftLift (M.gamma 1)*M.colorJTensor q 1).transpose = -(leftLift (M.gamma 1)*M.colorJTensor q 1) at h1
change (leftLift (M.gamma 2)*M.colorJTensor q 2).transpose = -(leftLift (M.gamma 2)*M.colorJTensor q 2) at h2
simp only [normalFermionFrequency,Matrix.transpose_sub,Matrix.transpose_smul,
Matrix.transpose_add,h0,h1,h2,leftLift_transpose,
BFSSGamma.massT_transpose M.gamma M.gamma_clifford M.gamma_symmetric,map_neg]
module
theorem normalFermionFrequency_norm_lower (q : Boson N)
(hq : M.deformedBosonicPotential 1 1 q = 0)
(x : EuclideanSpace ℝ (FrequencyIndex N)) :
(1/2 : ℝ) * ‖x‖ ≤ ‖eucAlg (M.normalFermionFrequency q) x‖ := by
let T : FrequencyMatrix N := leftLift (BFSSGamma.massT M.gamma)
let A : FrequencyMatrix N := (3/2:ℝ) • 1-(4:ℝ) • M.spinHalfCoupling q
have ht : T*T = -(1 : FrequencyMatrix N) := by
change leftLift (BFSSGamma.massT M.gamma)*leftLift (BFSSGamma.massT M.gamma) = _
rw [←map_mul,BFSSGamma.massT_sq M.gamma M.gamma_clifford M.gamma_symmetric,map_neg,map_one]
have hts : T.transpose = -T := by
simp only [T,leftLift_transpose,
BFSSGamma.massT_transpose M.gamma M.gamma_clifford M.gamma_symmetric,map_neg]
have hnorm (y : EuclideanSpace ℝ (FrequencyIndex N)) : ‖eucAlg T y‖ = ‖y‖ := by
have he := skew_inner T hts y (eucAlg T y)
change inner ℝ (eucAlg T y) (eucAlg T y) = -inner ℝ y ((eucAlg T*eucAlg T) y) at he
rw [←map_mul,ht,map_neg,map_one,LinearMap.neg_apply,Module.End.one_apply,inner_neg_right,
neg_neg,real_inner_self_eq_norm_sq,real_inner_self_eq_norm_sq] at he
nlinarith [norm_nonneg y,norm_nonneg (eucAlg T y)]
have hp := congrArg (eucAlg (ι := FrequencyIndex N))
(M.spinHalfCoupling_polynomial q (M.potential_zero_relations q hq))
simp only [map_mul,map_add,map_smul] at hp
have hb := shift_norm_lower (fun i => eucAlg (M.colorJTensor q i)) (eucAlg (M.spinHalfCoupling q))
(fun i => skew_inner _ (M.colorJTensor_skew q i))
(symmetric_inner _ (M.spinHalfCoupling_symmetric q)) hp x
rw [M.normalFermionFrequency_factor]
change (1/2:ℝ)*‖x‖ ≤ ‖eucAlg (T*A) x‖
rw [map_mul,Module.End.mul_apply,hnorm]
simpa only [A,map_sub,map_smul,map_one,LinearMap.sub_apply,LinearMap.smul_apply,
Module.End.one_apply] using hb
end
end BFSSQuantum.AlgebraData
namespace BFSSQuantum.AlgebraData
noncomputable section
variable {N : ℕ} (M : AlgebraData N)
theorem normal_fermion_field_exact (q : Boson N)
(hq : M.deformedBosonicPotential 1 1 q = 0) :
M.deformedFermionField 1 1 q =
(M.quantizeFrequency (M.normalFermionFrequency q)).restrictScalars ℝ := by
rw [M.deformedFermionField_quantized,M.fermionCoefficient_eq_normalFrequency q hq]
end
end BFSSQuantum.AlgebraData
end OAI