PhysLean/HepLean/SpaceTime/LorentzTensor/Basic.lean

423 lines
14 KiB
Text
Raw Normal View History

2024-07-03 06:40:06 -04:00
/-
Copyright (c) 2024 Joseph Tooby-Smith. All rights reserved.
Released under Apache 2.0 license.
Authors: Joseph Tooby-Smith
-/
2024-07-11 09:55:23 -04:00
import Mathlib.Logic.Function.CompTypeclasses
import Mathlib.Data.Real.Basic
import Mathlib.CategoryTheory.FintypeCat
import Mathlib.Analysis.Normed.Field.Basic
2024-07-03 06:40:06 -04:00
/-!
# Lorentz Tensors
2024-07-11 09:16:36 -04:00
In this file we define real Lorentz tensors.
2024-07-03 06:40:06 -04:00
2024-07-11 09:16:36 -04:00
We implicitly follow the definition of a modular operad.
This will relation should be made explicit in the future.
2024-07-03 06:40:06 -04:00
2024-07-11 09:16:36 -04:00
## References
-- For modular operads see: [Raynor][raynor2021graphical]
2024-07-03 06:40:06 -04:00
-/
2024-07-11 09:16:36 -04:00
/-! TODO: Do complex tensors, with Van der Waerden notation for fermions. -/
2024-07-11 09:55:23 -04:00
/-! TODO: Generalize to maps into Lorentz tensors. -/
2024-07-11 09:16:36 -04:00
/-!
## Real Lorentz tensors
2024-07-03 06:40:06 -04:00
2024-07-11 09:16:36 -04:00
-/
2024-07-11 09:55:23 -04:00
/-- The possible `colors` of an index for a RealLorentzTensor.
There are two possiblities, `up` and `down`. -/
2024-07-11 09:16:36 -04:00
inductive RealLorentzTensor.Colors where
| up : RealLorentzTensor.Colors
| down : RealLorentzTensor.Colors
2024-07-03 06:40:06 -04:00
2024-07-11 09:55:23 -04:00
/-- The association of colors with indices. For up and down this is `Fin 1 ⊕ Fin d`.-/
2024-07-11 09:16:36 -04:00
def RealLorentzTensor.ColorsIndex (d : ) (μ : RealLorentzTensor.Colors) : Type :=
match μ with
| RealLorentzTensor.Colors.up => Fin 1 ⊕ Fin d
| RealLorentzTensor.Colors.down => Fin 1 ⊕ Fin d
instance (d : ) (μ : RealLorentzTensor.Colors) : Fintype (RealLorentzTensor.ColorsIndex d μ) :=
match μ with
| RealLorentzTensor.Colors.up => instFintypeSum (Fin 1) (Fin d)
| RealLorentzTensor.Colors.down => instFintypeSum (Fin 1) (Fin d)
/-- An `IndexValue` is a set of actual values an index can take. e.g. for a
3-tensor (0, 1, 2). -/
@[simp]
def RealLorentzTensor.IndexValue {X : FintypeCat} (d : ) (c : X → RealLorentzTensor.Colors) :
Type 0 := (x : X) → RealLorentzTensor.ColorsIndex d (c x)
2024-07-11 09:16:36 -04:00
/-- A Lorentz Tensor defined by its coordinate map. -/
structure RealLorentzTensor (d : ) (X : FintypeCat) where
2024-07-11 09:55:23 -04:00
/-- The color associated to each index of the tensor. -/
2024-07-11 09:16:36 -04:00
color : X → RealLorentzTensor.Colors
2024-07-11 09:55:23 -04:00
/-- The coordinate map for the tensor. -/
coord : RealLorentzTensor.IndexValue d color →
2024-07-03 06:40:06 -04:00
2024-07-11 09:16:36 -04:00
namespace RealLorentzTensor
2024-07-03 06:40:06 -04:00
open CategoryTheory
2024-07-11 09:16:36 -04:00
universe u1
variable {d : } {X Y Z : FintypeCat.{0}}
/-!
2024-07-11 09:16:36 -04:00
## Colors
2024-07-11 09:16:36 -04:00
-/
2024-07-11 09:16:36 -04:00
/-- The involution acting on colors. -/
def τ : Colors → Colors
| Colors.up => Colors.down
| Colors.down => Colors.up
/-- The map τ is an involution. -/
@[simp]
2024-07-11 09:16:36 -04:00
lemma τ_involutive : Function.Involutive τ := by
intro x
cases x <;> rfl
/-- The color associated with an element of `x ∈ X` for a tensor `T`. -/
def ch {X : FintypeCat} (x : X) (T : RealLorentzTensor d X) : Colors := T.color x
2024-07-03 06:40:06 -04:00
/-- An equivalence of `ColorsIndex` between that of a color and that of its dual. -/
def dualColorsIndex {d : } {μ : RealLorentzTensor.Colors}:
ColorsIndex d μ ≃ ColorsIndex d (τ μ) where
toFun x :=
match μ with
| RealLorentzTensor.Colors.up => x
| RealLorentzTensor.Colors.down => x
invFun x :=
match μ with
| RealLorentzTensor.Colors.up => x
| RealLorentzTensor.Colors.down => x
left_inv x := by cases μ <;> rfl
right_inv x := by cases μ <;> rfl
/-- An equivalence of `ColorsIndex` types given an equality of a colors. -/
def castColorsIndex {d : } {μ₁ μ₂ : RealLorentzTensor.Colors} (h : μ₁ = μ₂) :
ColorsIndex d μ₁ ≃ ColorsIndex d μ₂ :=
Equiv.cast (by rw [h])
/-- An equivalence of `ColorsIndex` types given an equality of a color and the dual of a color. -/
def congrColorsDual {μ ν : Colors} (h : μ = τ ν) :
ColorsIndex d μ ≃ ColorsIndex d ν :=
(castColorsIndex h).trans dualColorsIndex.symm
lemma congrColorsDual_symm {μ ν : Colors} (h : μ = τ ν) :
(congrColorsDual h).symm =
@congrColorsDual d _ _ ((Function.Involutive.eq_iff τ_involutive).mp h.symm) := by
match μ, ν with
| Colors.up, Colors.down => rfl
| Colors.down, Colors.up => rfl
lemma color_eq_dual_symm {μ ν : Colors} (h : μ = τ ν) : ν = τ μ :=
(Function.Involutive.eq_iff τ_involutive).mp h.symm
/-!
## Index values
-/
/-- An equivalence of Index values from an equality of color maps. -/
def castIndexValue {X : FintypeCat} {T S : X → Colors} (h : T = S) :
IndexValue d T ≃ IndexValue d S where
toFun i := (fun μ => castColorsIndex (congrFun h μ) (i μ))
invFun i := (fun μ => (castColorsIndex (congrFun h μ)).symm (i μ))
left_inv i := by
simp
right_inv i := by
simp
lemma indexValue_eq {T₁ T₂ : X → RealLorentzTensor.Colors} (d : ) (h : T₁ = T₂) :
IndexValue d T₁ = IndexValue d T₂ :=
pi_congr fun a => congrArg (ColorsIndex d) (congrFun h a)
/-!
## Extensionality
-/
lemma ext {T₁ T₂ : RealLorentzTensor d X} (h : T₁.color = T₂.color)
(h' : T₁.coord = T₂.coord ∘ Equiv.cast (indexValue_eq d h)) : T₁ = T₂ := by
cases T₁
cases T₂
simp_all only [IndexValue, mk.injEq]
apply And.intro h
simp only at h
subst h
simp only [Equiv.cast_refl, Equiv.coe_refl, CompTriple.comp_eq] at h'
subst h'
rfl
lemma ext' {T₁ T₂ : RealLorentzTensor d X} (h : T₁.color = T₂.color)
(h' : T₁.coord = fun i => T₂.coord (castIndexValue h i)) :
T₁ = T₂ := by
cases T₁
cases T₂
simp_all only [IndexValue, mk.injEq]
apply And.intro h
simp only at h
subst h
simp only [Equiv.cast_refl, Equiv.coe_refl, CompTriple.comp_eq] at h'
rfl
2024-07-11 09:16:36 -04:00
/-!
## Congruence
2024-07-03 06:40:06 -04:00
2024-07-11 09:16:36 -04:00
-/
2024-07-03 06:40:06 -04:00
2024-07-11 09:55:23 -04:00
/-- An equivalence between `X → Fin 1 ⊕ Fin d` and `Y → Fin 1 ⊕ Fin d` given an isomorphism
2024-07-03 06:40:06 -04:00
between `X` and `Y`. -/
def congrSetIndexValue (d : ) (f : X ≃ Y) (i : X → Colors) :
IndexValue d i ≃ IndexValue d (i ∘ f.symm) :=
Equiv.piCongrLeft' _ f
2024-07-11 09:16:36 -04:00
/-- Given an equivalence of indexing sets, a map on Lorentz tensors. -/
@[simps!]
def congrSetMap (f : X ≃ Y) (T : RealLorentzTensor d X) : RealLorentzTensor d Y where
color := T.color ∘ f.symm
coord := T.coord ∘ (congrSetIndexValue d f T.color).symm
2024-07-11 09:16:36 -04:00
lemma congrSetMap_trans (f : X ≃ Y) (g : Y ≃ Z) (T : RealLorentzTensor d X) :
congrSetMap g (congrSetMap f T) = congrSetMap (f.trans g) T := by
2024-07-11 09:16:36 -04:00
apply ext (by rfl)
have h1 : (congrSetIndexValue d (f.trans g) T.color) = (congrSetIndexValue d f T.color).trans
(congrSetIndexValue d g ((Equiv.piCongrLeft' (fun _ => Colors) f) T.color)) := by
2024-07-11 09:16:36 -04:00
exact Equiv.coe_inj.mp rfl
simp only [congrSetMap, Equiv.piCongrLeft'_apply, IndexValue, Equiv.symm_trans_apply, h1,
2024-07-11 09:16:36 -04:00
Equiv.cast_refl, Equiv.coe_refl, CompTriple.comp_eq]
rfl
/-- An equivalence of Tensors given an equivalence of underlying sets. -/
@[simps!]
def congrSet (f : X ≃ Y) : RealLorentzTensor d X ≃ RealLorentzTensor d Y where
toFun := congrSetMap f
invFun := congrSetMap f.symm
left_inv T := by
rw [congrSetMap_trans, Equiv.self_trans_symm]
rfl
right_inv T := by
rw [congrSetMap_trans, Equiv.symm_trans_self]
rfl
lemma congrSet_trans (f : X ≃ Y) (g : Y ≃ Z) :
(@congrSet d _ _ f).trans (congrSet g) = congrSet (f.trans g) := by
refine Equiv.coe_inj.mp ?_
funext T
exact congrSetMap_trans f g T
lemma congrSet_refl : @congrSet d _ _ (Equiv.refl X) = Equiv.refl _ := by
rfl
2024-07-03 06:40:06 -04:00
2024-07-11 09:16:36 -04:00
/-!
## Sums
2024-07-11 09:16:36 -04:00
-/
/-- An equivalence through commuting sums between types casted from `FintypeCat.of`.-/
def sumCommFintypeCat (X Y : FintypeCat) : FintypeCat.of (X ⊕ Y) ≃ FintypeCat.of (Y ⊕ X) :=
Equiv.sumComm X Y
/-- The sum of two color maps. -/
def sumElimIndexColor (Tc : X → Colors) (Sc : Y → Colors) :
FintypeCat.of (X ⊕ Y) → Colors :=
Sum.elim Tc Sc
/-- The symmetry property on `sumElimIndexColor`. -/
lemma sumElimIndexColor_symm (Tc : X → Colors) (Sc : Y → Colors) : sumElimIndexColor Tc Sc =
Equiv.piCongrLeft' _ (Equiv.sumComm X Y).symm (sumElimIndexColor Sc Tc) := by
ext1 x
simp_all only [Equiv.piCongrLeft'_apply, Equiv.sumComm_symm, Equiv.sumComm_apply]
cases x <;> rfl
/-- The sum of two index values for different color maps. -/
def sumElimIndexValue {X Y : FintypeCat} {TX : X → Colors} {TY : Y → Colors}
(i : IndexValue d TX) (j : IndexValue d TY) :
IndexValue d (sumElimIndexColor TX TY) :=
fun c => match c with
| Sum.inl x => i x
| Sum.inr x => j x
/-- The projection of an index value on a sum of color maps to its left component. -/
def inlIndexValue {Tc : X → Colors} {Sc : Y → Colors} (i : IndexValue d (sumElimIndexColor Tc Sc)) :
IndexValue d Tc := fun x => i (Sum.inl x)
/-- The projection of an index value on a sum of color maps to its right component. -/
def inrIndexValue {Tc : X → Colors} {Sc : Y → Colors}
(i : IndexValue d (sumElimIndexColor Tc Sc)) :
IndexValue d Sc := fun y => i (Sum.inr y)
/-- An equivalence between index values formed by commuting sums.-/
def sumCommIndexValue {X Y : FintypeCat} (Tc : X → Colors) (Sc : Y → Colors) :
IndexValue d (sumElimIndexColor Tc Sc) ≃ IndexValue d (sumElimIndexColor Sc Tc) :=
(congrSetIndexValue d (sumCommFintypeCat X Y) (sumElimIndexColor Tc Sc)).trans
(castIndexValue ((sumElimIndexColor_symm Sc Tc).symm))
lemma sumCommIndexValue_inlIndexValue {X Y : FintypeCat} {Tc : X → Colors} {Sc : Y → Colors}
(i : IndexValue d (sumElimIndexColor Tc Sc)) :
inlIndexValue (sumCommIndexValue Tc Sc i) = inrIndexValue i := rfl
lemma sumCommIndexValue_inrIndexValue {X Y : FintypeCat} {Tc : X → Colors} {Sc : Y → Colors}
(i : IndexValue d (sumElimIndexColor Tc Sc)) :
inrIndexValue (sumCommIndexValue Tc Sc i) = inlIndexValue i := rfl
/-- Equivalence between sets of `RealLorentzTensor` formed by commuting sums. -/
@[simps!]
def sumComm :
RealLorentzTensor d (FintypeCat.of (X ⊕ Y)) ≃ RealLorentzTensor d (FintypeCat.of (Y ⊕ X)) :=
congrSet (Equiv.sumComm X Y)
2024-07-11 09:16:36 -04:00
/-!
## Marked Lorentz tensors
To define contraction and multiplication of Lorentz tensors we need to mark indices.
-/
/-- A `RealLorentzTensor` with `n` marked indices. -/
def Marked (d : ) (X : FintypeCat) (n : ) : Type :=
RealLorentzTensor d (FintypeCat.of (X ⊕ Σ _ : Fin n, PUnit))
namespace Marked
variable {n m : }
/-- The marked point. -/
def markedPoint (X : FintypeCat) (i : Fin n) : FintypeCat.of (X ⊕ Σ _ : Fin n, PUnit) :=
Sum.inr ⟨i, PUnit.unit⟩
/-- The colors of unmarked indices. -/
def unmarkedColor (T : Marked d X n) : X → Colors :=
T.color ∘ Sum.inl
/-- The colors of marked indices. -/
def markedColor (T : Marked d X n) : FintypeCat.of (Σ _ : Fin n, PUnit) → Colors :=
T.color ∘ Sum.inr
/-- The index values restricted to unmarked indices. -/
def UnmarkedIndexValue (T : Marked d X n) : Type :=
IndexValue d T.unmarkedColor
/-- The index values restricted to marked indices. -/
def MarkedIndexValue (T : Marked d X n) : Type :=
IndexValue d T.markedColor
lemma sumElimIndexColor_of_marked (T : Marked d X n) :
sumElimIndexColor T.unmarkedColor T.markedColor = T.color := by
ext1 x
cases' x <;> rfl
/-- Contruction of marked index values for the case of 1 marked index. -/
def oneMarkedIndexValue (T : Marked d X 1) (x : ColorsIndex d (T.color (markedPoint X 0))) :
T.MarkedIndexValue := fun i => match i with
| ⟨0, PUnit.unit⟩ => x
/-- Contruction of marked index values for the case of 2 marked index. -/
def twoMarkedIndexValue (T : Marked d X 2) (x : ColorsIndex d (T.color (markedPoint X 0)))
(y : ColorsIndex d (T.color (markedPoint X 1))) :
T.MarkedIndexValue := fun i =>
match i with
| ⟨0, PUnit.unit⟩ => x
| ⟨1, PUnit.unit⟩ => y
end Marked
/-!
## Multiplication
-/
open Marked
/-- The contraction of the marked indices of two tensors each with one marked index, which
is dual to the others. The contraction is done via
`φ^μ ψ_μ = φ^0 ψ_0 + φ^1 ψ_1 + ...`. -/
@[simps!]
def mul {X Y : FintypeCat} (T : Marked d X 1) (S : Marked d Y 1)
(h : T.markedColor ⟨0, PUnit.unit⟩ = τ (S.markedColor ⟨0, PUnit.unit⟩)) :
RealLorentzTensor d (FintypeCat.of (X ⊕ Y)) where
color := sumElimIndexColor T.unmarkedColor S.unmarkedColor
coord := fun i => ∑ x,
T.coord (Equiv.cast (indexValue_eq d T.sumElimIndexColor_of_marked)
(sumElimIndexValue (inlIndexValue i) (T.oneMarkedIndexValue x))) *
S.coord (Equiv.cast (indexValue_eq d S.sumElimIndexColor_of_marked) $
sumElimIndexValue (inrIndexValue i) (S.oneMarkedIndexValue $ congrColorsDual h x))
/-- Multiplication is well behaved with regard to swapping tensors. -/
lemma sumComm_mul {X Y : FintypeCat} (T : Marked d X 1) (S : Marked d Y 1)
(h : T.markedColor ⟨0, PUnit.unit⟩ = τ (S.markedColor ⟨0, PUnit.unit⟩)) :
sumComm (mul T S h) = mul S T (color_eq_dual_symm h) := by
refine ext' (sumElimIndexColor_symm S.unmarkedColor T.unmarkedColor).symm ?_
change (mul T S h).coord ∘
(congrSetIndexValue d (sumCommFintypeCat X Y) (mul T S h).color).symm = _
rw [Equiv.comp_symm_eq]
funext i
simp only [mul_coord, IndexValue, mul_color, Function.comp_apply, sumComm_apply_color]
erw [sumCommIndexValue_inlIndexValue, sumCommIndexValue_inrIndexValue,
← Equiv.sum_comp (congrColorsDual h)]
refine Fintype.sum_congr _ _ (fun a => ?_)
rw [mul_comm]
repeat apply congrArg
rw [← congrColorsDual_symm h]
exact (Equiv.apply_eq_iff_eq_symm_apply (congrColorsDual h)).mp rfl
/-! TODO: Following the ethos of modular operads, prove properties of multiplication. -/
/-! TODO: Use `mul` to generalize to any pair of marked index. -/
/-!
2024-07-11 09:16:36 -04:00
## Contraction of indices
-/
/-- The contraction of the marked indices in a tensor with two marked indices. -/
def contr {X : FintypeCat} (T : Marked d X 2)
(h : T.markedColor ⟨0, PUnit.unit⟩ = τ (T.markedColor ⟨1, PUnit.unit⟩)) :
RealLorentzTensor d X where
color := T.unmarkedColor
coord := fun i =>
∑ x, T.coord (Equiv.cast (indexValue_eq d T.sumElimIndexColor_of_marked)
(sumElimIndexValue i (T.twoMarkedIndexValue x ((congrColorsDual h) x))))
/-! TODO: Following the ethos of modular operads, prove properties of contraction. -/
/-! TODO: Use `contr` to generalize to any pair of marked index. -/
2024-07-11 09:16:36 -04:00
/-!
## Rising and lowering indices
Rising or lowering an index corresponds to changing the color of that index.
2024-07-11 09:20:27 -04:00
2024-07-11 09:16:36 -04:00
-/
/-! TODO: Define the rising and lowering of indices using contraction with the metric. -/
2024-07-03 06:40:06 -04:00
/-!
2024-07-11 09:55:23 -04:00
## Action of the Lorentz group
-/
/-! TODO: Define the action of the Lorentz group on the sets of Tensors. -/
/-!
2024-07-03 06:40:06 -04:00
## Graphical species and Lorentz tensors
-/
2024-07-11 09:55:23 -04:00
2024-07-11 09:16:36 -04:00
/-! TODO: From Lorentz tensors graphical species. -/
/-! TODO: Show that the action of the Lorentz group defines an action on the graphical species. -/
end RealLorentzTensor