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Add lean source and binary files (part 91)
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import Mathlib
import OAI.MathematicalPhysics.SheetFlows.FormulaProfiles
import OAI.MathematicalPhysics.SheetFlows.CircuitPrograms
namespace OAI
/-! SheetFlows effective forcing. -/
section
open Set Filter Encodable
open scoped BigOperators Topology
namespace Solenoidal
namespace Computing
def readCode {α : Type*} [Primcodable α] [Inhabited α] (c : Nat.Partrec.Code) (n : ℕ) : Part α :=
(c.eval n).map (fun k => (decode k).getD default)
theorem readCode_pr {α : Type*} [Primcodable α] [Inhabited α] :
Partrec₂ (@readCode α _ _) := by
exact Nat.Partrec.Code.eval_part.map
((Primrec.option_getD_default.comp (Primrec.decode.comp .snd)).to_comp.to₂)
theorem readCode_mem {α : Type*} [Primcodable α] [Inhabited α]
{c : Nat.Partrec.Code} {n : ℕ} {a : α} (h : encode a ∈ c.eval n) : a ∈ readCode c n := by
unfold readCode
have hh := Part.mem_map (fun k => (decode k).getD (default:α)) h
simpa only [encodek,Option.getD_some] using hh
def precision (L ε : ℚ) : Part ℕ :=
Nat.rfind (fun n => Part.some (decide (L*(1/2:ℚ)^n < ε/2)))
theorem precision_pr : Partrec₂ precision := by
exact Partrec.rfind
((rat_lt.comp (rat_mul.comp (Primrec.fst.comp .fst)
(rat_pow.comp (.const (1/2)) .snd))
(rat_div.comp (Primrec.snd.comp .fst) (.const 2))).decide.to_comp.partrec.to₂)
abbrev BallVector := Fin 3 → QBall
abbrev RationalPoint := Fin 4 → ℚ
abbrev JetRequest := List (Fin 4) × RationalPoint × ℕ
abbrev BallOracle := JetRequest →. BallVector
def radiusSum (b : BallVector) : ℚ := ∑ j, (b j).2
def centers (b : BallVector) : Fin 3 → ℚ := fun j => (b j).1
theorem radiusSum_pr : Primrec radiusSum :=
fin_sum_rat (fun j => Primrec.snd.comp (Primrec.fin_app.comp .id (.const j)))
theorem centers_pr : Primrec centers := by
apply Primrec.fin_curry.mpr
exact (Primrec.fst.comp Primrec.fin_app).to₂
def ballTest (ε : ℚ) (b : BallVector) : Bool := decide (radiusSum b < ε/2)
theorem ballTest_pr : Primrec₂ ballTest :=
(rat_lt.comp (radiusSum_pr.comp .snd) (rat_div.comp .fst (.const 2))).decide.to₂
def improve (A : BallOracle) (p : List (Fin 4) × RationalPoint × ℚ) : Part (Fin 3 → ℚ) :=
(Nat.rfind (fun n => (A (p.1,p.2.1,n)).map (ballTest p.2.2))).bind fun n =>
(A (p.1,p.2.1,n)).map centers
theorem improve_pr {A : BallOracle} (hA : Partrec A) : Partrec (improve A) := by
have ha : Partrec (fun p : (List (Fin 4) × RationalPoint × ℚ) × ℕ =>
A (p.1.1,p.1.2.1,p.2)) :=
hA.comp ((Primrec.fst.comp .fst).pair
((Primrec.fst.comp (Primrec.snd.comp .fst)).pair .snd)).to_comp
have hp : Partrec₂ (fun p : List (Fin 4) × RationalPoint × ℚ => fun n =>
(A (p.1,p.2.1,n)).map (ballTest p.2.2)) :=
(ha.map (ballTest_pr.comp (Primrec.snd.comp (Primrec.snd.comp (Primrec.fst.comp .fst)))
.snd).to_comp.to₂).to₂
exact (Partrec.rfind hp).bind
(ha.map (centers_pr.comp .snd).to_comp.to₂).to₂
def evalJets (B : List (Fin 4) → ℚ) (A : BallOracle)
(p : List (Fin 4) × Nat.Partrec.Code × ℚ) : Part (Fin 3 → ℚ) :=
(precision (jetLipschitz B p.1) p.2.2).bind fun n =>
(readCode p.2.1 n).bind fun q => improve A (p.1,q,p.2.2)
theorem evalJets_pr {B : List (Fin 4) → ℚ} (hB : Primrec B)
{A : BallOracle} (hA : Partrec A) : Partrec (evalJets B A) := by
have hn : Partrec (fun p : List (Fin 4) × Nat.Partrec.Code × ℚ =>
precision (jetLipschitz B p.1) p.2.2) :=
precision_pr.comp ((jetLipschitz_pr hB).comp .fst).to_comp (Primrec.snd.comp .snd).to_comp
have hq : Partrec (fun p : (List (Fin 4) × Nat.Partrec.Code × ℚ) × ℕ =>
@readCode RationalPoint _ _ p.1.2.1 p.2) :=
readCode_pr.comp (Primrec.fst.comp (Primrec.snd.comp .fst)).to_comp Primrec.snd.to_comp
exact hn.bind (hq.bind
((improve_pr hA).comp ((Primrec.fst.comp (Primrec.fst.comp .fst)).pair
(Primrec.snd.pair (Primrec.snd.comp (Primrec.snd.comp (Primrec.fst.comp .fst))))).to_comp).to₂).to₂
end Computing
end Solenoidal
end
section
open Set Filter Encodable
open scoped BigOperators Topology
namespace Solenoidal
namespace Computing
theorem precision_correct (L ε : ℚ) (hε : 0 < ε) :
∃ n, n ∈ precision L ε ∧ L*(1/2:ℚ)^n < ε/2 := by
have hlim : Tendsto (fun n : ℕ => (L:ℝ)*(1/2:ℝ)^n) atTop (𝓝 0) := by
simpa using (tendsto_pow_atTop_nhds_zero_of_lt_one
(by norm_num : (0:ℝ)≤1/2) (by norm_num : (1/2:ℝ)<1)).const_mul (L:ℝ)
have heps : (0:ℝ) < (ε:ℝ)/2 := by exact_mod_cast (div_pos hε (by norm_num : (0:ℚ)<2))
obtain ⟨n,hn⟩ := (hlim.eventually (gt_mem_nhds heps)).exists
have hnq : L*(1/2:ℚ)^n < ε/2 := by
apply (Rat.cast_lt (K := ℝ)).mp
simpa only [Rat.cast_mul, Rat.cast_pow, Rat.cast_div, Rat.cast_one, Rat.cast_ofNat] using hn
have hd : (precision L ε).Dom := Nat.rfind_dom.mpr
⟨n,by simpa only [Part.mem_some_iff,true_eq_decide_iff] using hnq,
fun {_} _ => trivial⟩
obtain ⟨k,hk⟩ := Part.dom_iff_mem.mp hd
refine ⟨k,hk,?_⟩
have hh := Nat.rfind_spec hk
simpa only [Part.mem_some_iff,true_eq_decide_iff] using hh
def OracleCorrect (A : BallOracle) (u : Field) : Prop := ∀ a q,
∃ b : ℕ → BallVector, (∀ n, b n ∈ A (a,q,n)) ∧
∀ j, QBall.Approximates (fun n => b n j) (mixedDerivative u a (Circuit.ofRational q) j)
theorem radiusSum_nonneg {b : BallVector} {v : Space} (h : ∀ j, (b j).Contains (v j)) :
0 ≤ radiusSum b := Finset.sum_nonneg (fun j _ => QBall.radius_nonneg (h j))
theorem centers_error {b : BallVector} {v : Space} (h : ∀ j, (b j).Contains (v j)) :
‖(fun j => (centers b j:ℝ)) - v‖ ≤ (radiusSum b:ℝ) := by
apply (pi_norm_le_iff_of_nonneg (by exact_mod_cast radiusSum_nonneg h)).mpr
intro j
exact (h j).trans (by exact_mod_cast
Finset.single_le_sum (fun k _ => QBall.radius_nonneg (h k)) (Finset.mem_univ j))
theorem improve_correct {A : BallOracle} {u : Field} (hA : OracleCorrect A u)
(a : List (Fin 4)) (q : RationalPoint) (ε : ℚ) (hε : 0 < ε) :
∃ r : Fin 3 → ℚ, r ∈ improve A (a,q,ε) ∧
‖(fun j => (r j:ℝ)) - mixedDerivative u a (Circuit.ofRational q)‖ < (ε:ℝ)/2 := by
obtain ⟨b,hb,happrox⟩ := hA a q
have hlim : Tendsto (fun n => (radiusSum (b n):ℝ)) atTop (𝓝 0) := by
simpa [radiusSum] using tendsto_finsetSum Finset.univ (fun j _ => (happrox j).radius)
have heps : (0:ℝ) < (ε:ℝ)/2 := by exact_mod_cast (div_pos hε (by norm_num : (0:ℚ)<2))
obtain ⟨n,hn⟩ := (hlim.eventually (gt_mem_nhds heps)).exists
have hnq : radiusSum (b n) < ε/2 := by exact_mod_cast hn
have htest (m : ℕ) : ballTest ε (b m) ∈ (A (a,q,m)).map (ballTest ε) :=
Part.mem_map _ (hb m)
have hd : (Nat.rfind (fun m => (A (a,q,m)).map (ballTest ε))).Dom := by
apply Nat.rfind_dom.mpr
refine ⟨n,?_,fun {m} _ => (htest m).1⟩
simpa only [ballTest,decide_eq_true hnq] using htest n
obtain ⟨k,hk⟩ := Part.dom_iff_mem.mp hd
have heq : ballTest ε (b k) = true := Part.mem_unique (htest k) (Nat.rfind_spec hk)
have he : radiusSum (b k) < ε/2 := of_decide_eq_true heq
refine ⟨centers (b k),Part.mem_bind hk (Part.mem_map centers (hb k)),?_⟩
exact (centers_error (fun j => (happrox j).contains k)).trans_lt (by exact_mod_cast he)
theorem ofRational_distance (q : RationalPoint) (z : SpaceTime) :
‖Circuit.ofRational q - z‖ = ‖(fun j => (q j:ℝ)) - flatten z‖ := by
rw [← norm_flatten]
congr 1
ext j
fin_cases j <;> rfl
theorem evalJets_correct {u : Field} (hu : Smooth u) {B : List (Fin 4) → ℚ}
(hB : ∀ a, 0 ≤ B a) (hb : ∀ a z, ‖mixedDerivative u a z‖ ≤ (B a:ℝ))
{A : BallOracle} (hA : OracleCorrect A u)
(a : List (Fin 4)) (c : Nat.Partrec.Code) (z : SpaceTime) (hc : NamesPoint c z)
(ε : ℚ) (hε : 0 < ε) : ∃ r : Fin 3 → ℚ, r ∈ evalJets B A (a,c,ε) ∧
‖(fun j => (r j:ℝ)) - mixedDerivative u a z‖ < (ε:ℝ) := by
obtain ⟨n,hn,hnlt⟩ := precision_correct (jetLipschitz B a) ε hε
obtain ⟨q,hq,hqerr⟩ := hc n
obtain ⟨r,hr,hrerr⟩ := improve_correct hA a q ε hε
refine ⟨r,Part.mem_bind hn (Part.mem_bind (readCode_mem hq) hr),?_⟩
have hdist : ‖Circuit.ofRational q-z‖ ≤ (1/2:ℝ)^n := by
rwa [ofRational_distance]
have hlip := mixed_lipschitz hu hB hb a (Circuit.ofRational q) z
have herr : ‖mixedDerivative u a (Circuit.ofRational q) - mixedDerivative u a z‖ < (ε:ℝ)/2 := by
apply hlip.trans_lt
apply (mul_le_mul_of_nonneg_left hdist (by exact_mod_cast jetLipschitz_nonneg hB a)).trans_lt
have hh : ((jetLipschitz B a * (1/2:ℚ)^n : ℚ):ℝ) < ((ε/2:ℚ):ℝ) :=
Rat.cast_lt.mpr hnlt
simpa only [Rat.cast_mul, Rat.cast_pow, Rat.cast_div, Rat.cast_one, Rat.cast_ofNat] using hh
calc
‖(fun j => (r j:ℝ)) - mixedDerivative u a z‖ ≤
‖(fun j => (r j:ℝ)) - mixedDerivative u a (Circuit.ofRational q)‖ +
‖mixedDerivative u a (Circuit.ofRational q) - mixedDerivative u a z‖ := by
simpa only [dist_eq_norm] using dist_triangle
(fun j => (r j:ℝ)) (mixedDerivative u a (Circuit.ofRational q))
(mixedDerivative u a z)
_ < (ε:ℝ)/2+(ε:ℝ)/2 := add_lt_add hrerr herr
_ = _ := by ring
end Computing
theorem effective_of_oracle {u : Field} (hu : Smooth u) {B : List (Fin 4) → ℚ}
(hBpr : Primrec B) (hB : ∀ a, 0 ≤ B a)
(hb : ∀ a z, ‖mixedDerivative u a z‖ ≤ (B a:ℝ))
{A : Computing.BallOracle} (hApr : Partrec A) (hA : Computing.OracleCorrect A u) : Effective u := by
obtain ⟨e,he⟩ := Computing.partrec_code (Computing.evalJets_pr hBpr hApr)
refine ⟨e,fun a c z hc ε hε => ?_⟩
obtain ⟨r,hr,herr⟩ := Computing.evalJets_correct hu hB hb hA a c z hc ε hε
have hh := he (a,c,ε) r hr
exact ⟨r,hh,herr⟩
theorem HasCircuit.effective {u : Field} (h : HasCircuit u) (hu : Smooth u)
(hx : SpatiallyPeriodic u) (ht : OnePeriodic u) : Effective u := by
obtain ⟨e,he⟩ := h
apply effective_of_oracle hu (Computing.circuit_jetBound e) (Circuit.jetBound_nonneg e)
(circuit_periodic_bound hu hx ht he) (Computing.circuit_jetApprox e).to_comp.partrec
intro a q
exact ⟨Circuit.jetApprox e a q,fun precision => Part.mem_some (Circuit.jetApprox e a q precision),
circuit_periodic_approx hu hx ht he a q⟩
end Solenoidal
end
open Set Filter Encodable
open scoped BigOperators Topology
namespace Solenoidal
theorem mixedDerivative_add {u v : Field} (hu : Smooth u) (hv : Smooth v) (a : List (Fin 4)) :
mixedDerivative (u+v) a = mixedDerivative u a + mixedDerivative v a := by
induction a with
| nil => rfl
| cons j a ih =>
funext z
rw [mixedDerivative,ih]
dsimp only
rw [fderiv_add ((mixedDerivative_contDiff hu a).differentiable (by simp) z)
((mixedDerivative_contDiff hv a).differentiable (by simp) z)]
rfl
theorem mixedDerivative_smul {u : Field} (hu : Smooth u) (r : ℝ) (a : List (Fin 4)) :
mixedDerivative (r • u) a = r • mixedDerivative u a := by
induction a with
| nil => rfl
| cons j a ih =>
funext z
rw [mixedDerivative,ih]
dsimp only
rw [fderiv_const_smul ((mixedDerivative_contDiff hu a).differentiable (by simp) z)]
rfl
theorem smooth_linear {u v : Field} (hu : Smooth u) (hv : Smooth v) (r : ℝ) :
Smooth (u+r•v) := hu.add (hv.const_smul r)
theorem mixedDerivative_linear {u v : Field} (hu : Smooth u) (hv : Smooth v)
(r : ℝ) (a : List (Fin 4)) :
mixedDerivative (u+r•v) a = mixedDerivative u a + r • mixedDerivative v a := by
rw [mixedDerivative_add (v := r • v) hu (hv.const_smul r),mixedDerivative_smul hv]
namespace Computing
def realBall (c : Nat.Partrec.Code) (n : ℕ) : Part QBall :=
(@readCode ℚ _ _ c n).map (fun q => (q,(1/2:ℚ)^n))
theorem realBall_pr : Partrec₂ realBall :=
(readCode_pr.map (Primrec.snd.pair
(rat_pow.comp (.const (1/2)) (Primrec.snd.comp .fst))).to_comp.to₂)
theorem realBall_correct {c : Nat.Partrec.Code} {r : ℝ} (h : NamesReal c r) :
∃ b : ℕ → QBall, (∀ n, b n ∈ realBall c n) ∧ QBall.Approximates b r := by
classical
choose q hq he using h
refine ⟨fun n => (q n,(1/2:ℚ)^n),fun n => Part.mem_map _ (readCode_mem (hq n)),?_,?_⟩
· intro n
simpa [QBall.Contains] using he n
· simpa using (tendsto_pow_atTop_nhds_zero_of_lt_one
(by norm_num : (0:ℝ)≤1/2) (by norm_num : (1/2:ℝ)<1))
def linearBalls (r : QBall) (a b : BallVector) : BallVector := fun j => (a j).add (r.mul (b j))
theorem linearBalls_pr : Primrec (fun p : QBall × BallVector × BallVector => linearBalls p.1 p.2.1 p.2.2) := by
apply Primrec.fin_curry.mpr
apply Primrec₂.mk
exact ball_add.comp
(Primrec.fin_app.comp (Primrec.fst.comp (Primrec.snd.comp .fst)) .snd)
(ball_mul.comp (Primrec.fst.comp .fst)
(Primrec.fin_app.comp (Primrec.snd.comp (Primrec.snd.comp .fst)) .snd))
def linearOracle (c : Nat.Partrec.Code) (A B : BallOracle) (p : JetRequest) : Part BallVector :=
(realBall c p.2.2).bind fun r => (A p).bind fun a =>
(B p).map (linearBalls r a)
theorem linearOracle_pr (c : Nat.Partrec.Code) {A B : BallOracle}
(hA : Partrec A) (hB : Partrec B) : Partrec (linearOracle c A B) := by
have hr : Partrec (fun p : JetRequest => realBall c p.2.2) :=
realBall_pr.comp (.const c) (Primrec.snd.comp .snd).to_comp
have ha : Partrec (fun p : JetRequest × QBall => A p.1) := hA.comp .fst
have hb : Partrec (fun p : (JetRequest × QBall) × BallVector => B p.1.1) :=
hB.comp (Primrec.fst.comp .fst).to_comp
exact hr.bind (ha.bind (hb.map
(linearBalls_pr.comp ((Primrec.snd.comp (Primrec.fst.comp .fst)).pair
((Primrec.snd.comp .fst).pair .snd))).to_comp.to₂).to₂).to₂
theorem linearOracle_correct {c : Nat.Partrec.Code} {r : ℝ} (hc : NamesReal c r)
{u v : Field} (hu : Smooth u) (hv : Smooth v) {A B : BallOracle}
(hA : OracleCorrect A u) (hB : OracleCorrect B v) :
OracleCorrect (linearOracle c A B) (u+r•v) := by
obtain ⟨br,hbr,hbrc⟩ := realBall_correct hc
intro a q
obtain ⟨bu,hbu,hbuc⟩ := hA a q
obtain ⟨bv,hbv,hbvc⟩ := hB a q
refine ⟨fun n => linearBalls (br n) (bu n) (bv n),fun n =>
Part.mem_bind (hbr n) (Part.mem_bind (hbu n) (Part.mem_map _ (hbv n))),?_⟩
intro j
rw [mixedDerivative_linear hu hv]
exact (hbuc j).add (hbrc.mul (hbvc j))
end Computing
theorem NamesReal.rationalBound {c : Nat.Partrec.Code} {r : ℝ} (h : NamesReal c r) :
∃ M : ℚ, 0 ≤ M ∧ |r| ≤ (M:ℝ) := by
obtain ⟨q,hq,he⟩ := h 0
refine ⟨|q|+1,by positivity,?_⟩
have hh := abs_sub_comm (q:ℝ) r
have ht : |r| ≤ |r-(q:ℝ)|+|(q:ℝ)| := by
simpa using abs_add_le (r-(q:ℝ)) (q:ℝ)
simp only [pow_zero] at he
push_cast
rw [← hh] at ht
linarith
def linearBound (M : ℚ) (B C : List (Fin 4) → ℚ) (a : List (Fin 4)) : ℚ := B a + M * C a
theorem linearBound_pr (M : ℚ) {B C : List (Fin 4) → ℚ} (hb : Primrec B) (hc : Primrec C) :
Primrec (linearBound M B C) := Computing.rat_add.comp hb (Computing.rat_mul.comp (.const M) hc)
theorem linearBound_nonneg {M : ℚ} (hM : 0 ≤ M) {B C : List (Fin 4) → ℚ}
(hb : ∀ a, 0 ≤ B a) (hc : ∀ a, 0 ≤ C a) (a : List (Fin 4)) :
0 ≤ linearBound M B C a := add_nonneg (hb a) (mul_nonneg hM (hc a))
theorem linearBound_correct {u v : Field} (hu : Smooth u) (hv : Smooth v) {r : ℝ}
{M : ℚ} (hM : |r| ≤ (M:ℝ)) {B C : List (Fin 4) → ℚ}
(hb : ∀ a z, ‖mixedDerivative u a z‖ ≤ (B a:ℝ))
(hc : ∀ a z, ‖mixedDerivative v a z‖ ≤ (C a:ℝ)) (a : List (Fin 4)) (z : SpaceTime) :
‖mixedDerivative (u+r•v) a z‖ ≤ (linearBound M B C a:ℝ) := by
rw [mixedDerivative_linear hu hv]
apply (norm_add_le _ _).trans
simp only [Pi.smul_apply,norm_smul,Real.norm_eq_abs,linearBound,Rat.cast_add,Rat.cast_mul]
exact add_le_add (hb a z) (mul_le_mul hM (hc a z) (norm_nonneg _)
((abs_nonneg r).trans hM))
theorem effectiveBounds_of_bound {u : Field} {B : List (Fin 4) → ℚ}
(hpr : Primrec B) (hn : ∀ a, 0 ≤ B a) (hb : ∀ a z, ‖mixedDerivative u a z‖ ≤ (B a:ℝ)) :
EffectiveBounds u := by
obtain ⟨c,hc⟩ := Computing.partrec_code hpr.to_comp.partrec
exact ⟨c,fun a => ⟨B a,hc a (B a) (Part.mem_some _),hn a,hb a⟩⟩
theorem HasCircuit.computable_linear {u v : Field} (hU : HasCircuit u) (hV : HasCircuit v)
(hu : Smooth u) (hv : Smooth v) (hux : SpatiallyPeriodic u) (hvx : SpatiallyPeriodic v)
(hut : OnePeriodic u) (hvt : OnePeriodic v) {r : ℝ} (hr : ComputableReal r) :
Effective (u+r•v) ∧ EffectiveBounds (u+r•v) := by
obtain ⟨c,hc⟩ := hr
obtain ⟨M,hM,hMr⟩ := hc.rationalBound
obtain ⟨e,he⟩ := hU
obtain ⟨f,hf⟩ := hV
let B := linearBound M (Circuit.jetBound e) (Circuit.jetBound f)
have hBp : Primrec B := linearBound_pr M (Computing.circuit_jetBound e) (Computing.circuit_jetBound f)
have hBn : ∀ a, 0 ≤ B a := linearBound_nonneg hM (Circuit.jetBound_nonneg e) (Circuit.jetBound_nonneg f)
have hBb : ∀ a z, ‖mixedDerivative (u+r•v) a z‖ ≤ (B a:ℝ) :=
linearBound_correct hu hv hMr (circuit_periodic_bound hu hux hut he) (circuit_periodic_bound hv hvx hvt hf)
constructor
· apply effective_of_oracle (smooth_linear hu hv r) hBp hBn hBb
(Computing.linearOracle_pr c (Computing.circuit_jetApprox e).to_comp.partrec
(Computing.circuit_jetApprox f).to_comp.partrec)
apply Computing.linearOracle_correct hc hu hv
· intro a q
exact ⟨Circuit.jetApprox e a q,fun _ => Part.mem_some _,circuit_periodic_approx hu hux hut he a q⟩
· intro a q
exact ⟨Circuit.jetApprox f a q,fun _ => Part.mem_some _,circuit_periodic_approx hv hvx hvt hf a q⟩
· exact effectiveBounds_of_bound hBp hBn hBb
theorem HasRationalFormula.directForce_effective {u : Field} (h : HasRationalFormula u)
(hu : Smooth u) (hx : SpatiallyPeriodic u) (ht : OnePeriodic u) {ν : ℝ}
(hν : ComputableReal ν) : Effective (globalDirectForce ν u) ∧ EffectiveBounds (globalDirectForce ν u) := by
have hux : SpatiallyPeriodic (Solenoidal.fullTimePartial u) := by
rw [fullTimePartial_eq_fieldDirectional hu]
exact fieldDirectional_spatially_periodic hu hx _
have hut : OnePeriodic (Solenoidal.fullTimePartial u) := by
rw [fullTimePartial_eq_fieldDirectional hu]
exact fieldDirectional_onePeriodic hu ht _
have hvx : SpatiallyPeriodic ((-1:ℝ) • Solenoidal.laplacian u) := by
intro t x k
change (-1:ℝ) • (∑ j, Solenoidal.spatialPartial (Solenoidal.spatialPartial u j) j t (x+deck k)) =
(-1:ℝ) • (∑ j, Solenoidal.spatialPartial (Solenoidal.spatialPartial u j) j t x)
congr 1
exact Finset.sum_congr rfl (fun j _ => spatialPartial_spatially_periodic
(smooth_spatialPartial hu j) (spatialPartial_spatially_periodic hu hx j) j t x k)
have hvt : OnePeriodic ((-1:ℝ) • Solenoidal.laplacian u) := by
intro t x
change (-1:ℝ) • (∑ j, Solenoidal.spatialPartial (Solenoidal.spatialPartial u j) j (t+1) x) =
(-1:ℝ) • (∑ j, Solenoidal.spatialPartial (Solenoidal.spatialPartial u j) j t x)
congr 1
exact Finset.sum_congr rfl (fun j _ => spatialPartial_onePeriodic
(smooth_spatialPartial hu j) (spatialPartial_onePeriodic hu ht j) j t x)
have hV : HasCircuit ((-1:ℝ) • Solenoidal.laplacian u) := by
simpa only [Rat.cast_neg, Rat.cast_one] using (((h.laplacian hu).smul (-1)).circuit)
have hvs : Smooth ((-1:ℝ) • Solenoidal.laplacian u) :=
(smooth_laplacian hu).const_smul (-1:ℝ)
have hh := ((h.fullTimePartial hu).circuit).computable_linear
hV (smooth_fullTimePartial hu) hvs hux hvx hut hvt hν
have he : globalDirectForce ν u = Solenoidal.fullTimePartial u + ν • ((-1:ℝ) • Solenoidal.laplacian u) := by
ext t x j
simp [globalDirectForce,sub_eq_add_neg]
rwa [← he] at hh
end Solenoidal
end OAI