File size: 47,757 Bytes
9eeb9c7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 | import OAI.Analysis.HotSpots.Trace
namespace OAI
section ActualVectorSupport
noncomputable section
section HarmonicRadialRegularityBaseLayer
open Set MeasureTheory Metric Complex Function Filter Real
open scoped Topology ContDiff Laplacian
namespace StrictHotSpots.Weyl
def radialBump (R : ℝ) (z : ℂ) : ℝ := expNegInvGlue (R^2-‖z‖^2)
lemma radialBump_contDiff (R : ℝ) : ContDiff ℝ ∞ (radialBump R) :=
expNegInvGlue.contDiff.comp (contDiff_const.sub (contDiff_norm_sq ℝ))
lemma radialBump_zero {R : ℝ} (hR : 0 ≤ R) {z : ℂ} (hz : R ≤ ‖z‖) :
radialBump R z = 0 := by
apply expNegInvGlue.zero_of_nonpos
nlinarith [norm_nonneg z]
lemma radialBump_support {R : ℝ} (hR : 0 ≤ R) :
tsupport (radialBump R) ⊆ closedBall (0:ℂ) R := by
apply closure_minimal _ isClosed_closedBall
intro z hz
rw [mem_closedBall,dist_zero_right]
by_contra h
exact hz (radialBump_zero hR (le_of_not_ge h))
lemma radialBump_compact {R : ℝ} (hR : 0 ≤ R) : HasCompactSupport (radialBump R) :=
(isCompact_closedBall (0:ℂ) R).of_isClosed_subset (isClosed_tsupport _) (radialBump_support hR)
lemma radialBump_integral_pos {R : ℝ} (hR : 0 < R) : 0 < ∫ z, radialBump R z := by
apply (integral_pos_iff_support_of_nonneg (fun z => expNegInvGlue.nonneg _)
((radialBump_contDiff R).continuous.integrable_of_hasCompactSupport (radialBump_compact hR.le))).mpr
have hb : ball (0:ℂ) R ⊆ support (radialBump R) := by
intro z hz
apply ne_of_gt
apply expNegInvGlue.pos_of_pos
have hn : ‖z‖ < R := by simpa only [mem_ball,dist_zero_right] using hz
nlinarith [norm_nonneg z]
exact (measure_ball_pos volume (0:ℂ) hR).trans_le (measure_mono hb)
lemma radialBump_polar (R r θ : ℝ) : radialBump R (Complex.polarCoord.symm (r,θ)) =
expNegInvGlue (R^2-r^2) := by simp only [radialBump,Complex.norm_polarCoord_symm,sq_abs]
lemma polar_continuous : Continuous (Complex.polarCoord.symm : ℝ × ℝ → ℂ) := by
have he : (Complex.polarCoord.symm : ℝ × ℝ → ℂ) =
fun p => (p.1:ℂ) * (Real.cos p.2 + Real.sin p.2 * Complex.I) :=
funext Complex.polarCoord_symm_apply
rw [he]
fun_prop
lemma polar_circle (x : ℂ) (r θ : ℝ) : x-Complex.polarCoord.symm (r,θ) = circleMap x (-r) θ := by
rw [circleMap,Complex.polarCoord_symm_apply,Complex.exp_mul_I]
push_cast
ring
lemma angle_integral {F : Type*} [NormedAddCommGroup F] [NormedSpace ℝ F] [CompleteSpace F]
(f : ℂ → F) (x : ℂ) (r : ℝ) :
(∫ θ in Ioo (-Real.pi) Real.pi, f (circleMap x r θ)) = (2*Real.pi) • circleAverage f x r := by
have hp : Periodic (fun θ => f (circleMap x r θ)) (2*Real.pi) :=
fun θ => congrArg f (periodic_circleMap x r θ)
have he := hp.intervalIntegral_add_eq 0 (-Real.pi)
rw [zero_add] at he
have he' : (∫ θ in -Real.pi..Real.pi, f (circleMap x r θ)) =
∫ θ in 0..2*Real.pi, f (circleMap x r θ) := by
convert he.symm using 1
ring_nf
rw [← integral_Ioc_eq_integral_Ioo, ← intervalIntegral.integral_of_le (by linarith [Real.pi_pos]),he',circleAverage_def]
rw [smul_smul,mul_inv_cancel₀ (mul_ne_zero two_ne_zero Real.pi_ne_zero),one_smul]
lemma polar_bump_integrable {F : Type*} [NormedAddCommGroup F] [NormedSpace ℝ F]
{R : ℝ} (hR : 0 < R) {f : ℂ → F} (hf : Continuous f) (x : ℂ) :
IntegrableOn (fun p : ℝ × ℝ => p.1 • (radialBump R (Complex.polarCoord.symm p) •
f (x-Complex.polarCoord.symm p))) (Ioi 0 ×ˢ Ioo (-Real.pi) Real.pi) := by
apply IntegrableOn.of_inter_support (measurableSet_Ioi.prod measurableSet_Ioo)
have hc : Continuous (fun p : ℝ × ℝ => p.1 • (radialBump R (Complex.polarCoord.symm p) •
f (x-Complex.polarCoord.symm p))) :=
continuous_fst.smul (((radialBump_contDiff R).continuous.comp polar_continuous).smul
(hf.comp (continuous_const.sub polar_continuous)))
apply (hc.continuousOn.integrableOn_compact (isCompact_Icc.prod isCompact_Icc)).mono_set
intro p hp
refine ⟨⟨hp.1.1.le,?_⟩,⟨hp.1.2.1.le,hp.1.2.2.le⟩⟩
by_contra hh
have hz : radialBump R (Complex.polarCoord.symm p) = 0 := by
apply radialBump_zero hR.le
rw [Complex.norm_polarCoord_symm,abs_of_pos hp.1.1]
exact (lt_of_not_ge hh).le
exact hp.2 (by simp only [hz,zero_smul,smul_zero])
theorem radial_average {F : Type*} [NormedAddCommGroup F] [NormedSpace ℝ F] [CompleteSpace F]
{R : ℝ} (hR : 0 < R) {f : ℂ → F} (hf : Continuous f) (x : ℂ)
(hh : InnerProductSpace.HarmonicOnNhd f (ball x R)) :
(∫ z, radialBump R z • f (x-z)) = (∫ z, radialBump R z) • f x := by
rw [← integral_smul_const]
rw [← Complex.integral_comp_polarCoord_symm, ← Complex.integral_comp_polarCoord_symm]
change (∫ p in Ioi 0 ×ˢ Ioo (-Real.pi) Real.pi,
p.1 • (radialBump R (Complex.polarCoord.symm p) • f (x-Complex.polarCoord.symm p))) =
∫ p in Ioi 0 ×ˢ Ioo (-Real.pi) Real.pi,
p.1 • (radialBump R (Complex.polarCoord.symm p) • f x)
rw [Measure.volume_eq_prod]
rw [setIntegral_prod _ (by simpa only [Measure.volume_eq_prod] using polar_bump_integrable hR hf x),
setIntegral_prod _ (by simpa only [Measure.volume_eq_prod] using polar_bump_integrable hR (f := fun _ => f x) continuous_const (0:ℂ))]
apply setIntegral_congr_fun measurableSet_Ioi
intro r hr
simp_rw [radialBump_polar,polar_circle,integral_smul]
by_cases hrR : r < R
· have hh' : InnerProductSpace.HarmonicOnNhd f (closedBall x |(-r)|) := by
rw [abs_neg,abs_of_pos hr]
exact hh.mono (closedBall_subset_ball hrR)
rw [angle_integral,hh'.circleAverage_eq]
simp only [integral_const]
rw [Measure.real,Measure.restrict_apply_univ,volume_Ioo,ENNReal.toReal_ofReal (by linarith [Real.pi_pos] : 0 ≤ Real.pi- -Real.pi)]
congr 2
ring_nf
· have hzero : expNegInvGlue (R^2-r^2) = 0 := by
apply expNegInvGlue.zero_of_nonpos
have hr' : R ≤ r := le_of_not_gt hrR
nlinarith
simp only [hzero,zero_smul,smul_zero]
end StrictHotSpots.Weyl
end HarmonicRadialRegularityBaseLayer
section ConvolutionShuffleRegularityBaseLayer
open Set MeasureTheory Metric Complex Function Filter ContinuousLinearMap
open scoped Topology ContDiff Laplacian Convolution
namespace StrictHotSpots.Weyl
open Helmholtz
lemma convolution_assoc_scalar {u : ℂ → ℂ} {g k : ℂ → ℝ}
(hu : LocallyIntegrable u volume) (hg : Continuous g) (hcg : HasCompactSupport g)
(hk : Continuous k) (hck : HasCompactSupport k) :
(u ⋆[smulFlip] g) ⋆[smulFlip] k = u ⋆[smulFlip] (g ⋆[mul ℝ ℝ] k) := by
funext x
apply convolution_assoc smulFlip smulFlip smulFlip (mul ℝ ℝ)
(fun z a b => by simp only [smulFlip,ContinuousLinearMap.flip_apply,
ContinuousLinearMap.lsmul_apply,ContinuousLinearMap.mul_apply',smul_smul]; rw [mul_comm])
hu.aestronglyMeasurable hg.aestronglyMeasurable hk.aestronglyMeasurable
· exact Eventually.of_forall (hcg.convolutionExists_right _ hu hg)
· exact Eventually.of_forall (hck.norm.convolutionExists_right _ hg.norm.locallyIntegrable hk.norm)
· exact (hcg.norm.convolution (mul ℝ ℝ) hck.norm).convolutionExists_right _ (fun x => (hu x).norm)
(hck.norm.continuous_convolution_right _ hg.norm.locallyIntegrable hk.norm) x
lemma convolution_shuffle {u : ℂ → ℂ} {g k : ℂ → ℝ}
(hu : LocallyIntegrable u volume) (hg : Continuous g) (hcg : HasCompactSupport g)
(hk : Continuous k) (hck : HasCompactSupport k) :
(u ⋆[smulFlip] g) ⋆[smulFlip] k = (u ⋆[smulFlip] k) ⋆[smulFlip] g := by
rw [convolution_assoc_scalar hu hg hcg hk hck,convolution_assoc_scalar hu hk hck hg hcg]
have hh : (mul ℝ ℝ).flip = mul ℝ ℝ := by
apply ContinuousLinearMap.ext
intro x
apply ContinuousLinearMap.ext
intro y
simp only [ContinuousLinearMap.flip_apply,ContinuousLinearMap.mul_apply']
exact mul_comm y x
rw [← convolution_flip (L := mul ℝ ℝ),hh]
end StrictHotSpots.Weyl
end ConvolutionShuffleRegularityBaseLayer
section WeakWeylRegularityBaseLayer
open Set MeasureTheory Metric Complex Function Filter ContinuousLinearMap
open scoped Topology ContDiff Laplacian Convolution
namespace StrictHotSpots.Weyl
open Helmholtz
theorem local_representative {u : ℂ → ℂ} {a : ℂ} {R : ℝ}
(hu : LocallyIntegrable u volume) (hR : 0 < R) (hpde : WeakEquation (ball a R) 0 u) :
∃ f : ℂ → ℂ, ContDiff ℝ ∞ f ∧
∀ᵐ x ∂volume, x ∈ ball a (R/4) → f x = u x := by
let φ := radialBump (R/4)
let c : ℝ := ∫ z, φ z
have hc : 0 < c := radialBump_integral_pos (by positivity)
have hφ : ContDiff ℝ ∞ φ := radialBump_contDiff _
have hcφ : HasCompactSupport φ := radialBump_compact (by positivity)
let v := u ⋆[smulFlip] φ
have hv : ContDiff ℝ ∞ v := hcφ.contDiff_convolution_right _ hu hφ
refine ⟨fun x => c⁻¹ • v x,?_,?_⟩
· simpa only [Pi.smul_apply] using! (contDiff_const (c := c⁻¹)).smul hv
filter_upwards [smoothen_tendsto hu,smoothen_tendsto hv.continuous.locallyIntegrable] with x hx hxv
intro hxa
have he : ∀ᶠ n in atTop, smoothen v n x = c • smoothen u n x := by
filter_upwards [(tendsto_order.1 mollifier_radius_tendsto).2 (R/2) (by positivity)] with n hn
have hh : InnerProductSpace.HarmonicOnNhd (smoothen u n) (ball x (R/4)) := by
intro y hy
have hym : y ∈ ball a (R-(mollifier n).rOut) := by
rw [mem_ball] at hy hxa ⊢
have ht := dist_triangle y x a
linarith
refine ⟨((smoothen_contDiff hu n).of_le (show (2:ℕ∞ω) ≤ ∞ by decide)).contDiffAt,?_⟩
filter_upwards [isOpen_ball.mem_nhds hym] with z hz
simpa only [neg_zero,zero_smul,Pi.zero_apply] using smoothen_PDE hu hpde n hz
calc
smoothen v n x = (smoothen u n ⋆[smulFlip] φ) x :=
(congrFun (convolution_shuffle hu (mollifier n).continuous_normed
(mollifier n).hasCompactSupport_normed hφ.continuous hcφ) x).symm
_ = c • smoothen u n x := by
rw [← convolution_flip]
exact radial_average (by positivity) (smoothen_contDiff hu n).continuous x hh
have ht : Tendsto (fun n => smoothen v n x) atTop (𝓝 (c • u x)) :=
(hx.const_smul c).congr' (he.mono (fun _ h => h.symm))
have hvx : v x = c • u x := tendsto_nhds_unique hxv ht
rw [hvx,smul_smul,inv_mul_cancel₀ hc.ne',one_smul]
theorem representative {u : ℂ → ℂ} {Ω : Set ℂ} (ho : IsOpen Ω)
(hu : LocallyIntegrable u volume) (hpde : WeakEquation Ω 0 u) :
∃ f : ℂ → ℂ, ContDiffOn ℝ ∞ f Ω ∧ ∀ᵐ x ∂volume, x ∈ Ω → f x = u x := by
classical
have hball (x : Ω) : ∃ R : ℝ, 0 < R ∧ ball (x:ℂ) R ⊆ Ω :=
Metric.isOpen_iff.mp ho x x.property
choose R hR hRΩ using hball
choose f hf hfu using fun x : Ω => local_representative hu (hR x) (hpde.mono (hRΩ x))
have hsmall (x : Ω) : ball (x:ℂ) (R x/4) ⊆ Ω :=
(ball_subset_ball (by linarith [hR x])).trans (hRΩ x)
have heq (x y : Ω) : EqOn (f x) (f y) (ball (x:ℂ) (R x/4) ∩ ball (y:ℂ) (R y/4)) := by
apply MeasureTheory.Measure.eqOn_open_of_ae_eq (μ := volume) _ (isOpen_ball.inter isOpen_ball)
(hf x).continuous.continuousOn (hf y).continuous.continuousOn
apply (ae_restrict_iff' (measurableSet_ball.inter measurableSet_ball)).mpr
filter_upwards [hfu x,hfu y] with z hx hy
intro hz
exact (hx hz.1).trans (hy hz.2).symm
let g : ℂ → ℂ := fun x => if hx : x ∈ Ω then f ⟨x,hx⟩ x else 0
have hgf (x : Ω) {z : ℂ} (hz : z ∈ ball (x:ℂ) (R x/4)) : g z = f x z := by
have hzΩ := hsmall x hz
dsimp only [g]
rw [dite_eq_left hzΩ]
exact heq ⟨z,hzΩ⟩ x ⟨mem_ball_self (by linarith [hR ⟨z,hzΩ⟩]),hz⟩
refine ⟨g,?_,?_⟩
· intro x hx
let x' : Ω := ⟨x,hx⟩
have he : g =ᶠ[𝓝 x] f x' := by
filter_upwards [ball_mem_nhds x (by linarith [hR x'] : 0 < R x'/4)] with z hz
exact hgf x' hz
exact ((hf x').contDiffAt.congr_of_eventuallyEq he).contDiffWithinAt
· obtain ⟨T,hT,hcover⟩ := (IsLindelof.of_coe (s := Ω)).elim_nhds_subcover'
(fun x hx => ball x (R ⟨x,hx⟩/4)) (fun x hx => ball_mem_nhds x (by linarith [hR ⟨x,hx⟩]))
have ha : ∀ᵐ z ∂volume, ∀ x ∈ T, z ∈ ball (x:ℂ) (R x/4) → f x z = u z :=
(eventually_countable_ball hT).mpr (fun x _ => hfu x)
filter_upwards [ha] with z hz
intro hzΩ
obtain ⟨x,hx,hzB⟩ := mem_iUnion₂.mp (hcover hzΩ)
exact (hgf x hzB).trans (hz x hx hzB)
end StrictHotSpots.Weyl
end WeakWeylRegularityBaseLayer
section PlaneDifferentialInteriorSupportLayer
open Set MeasureTheory InnerProductSpace
open scoped ContDiff Laplacian
namespace StrictHotSpots.Hodge
abbrev e (i : Fin 2) : Plane := planeBasis i
abbrev c (i : Fin 2) (x : Plane) : ℝ := inner ℝ x (e i)
lemma expand (x : Plane) : c 0 x • e 0 + c 1 x • e 1 = x := by
simpa only [Fin.sum_univ_two, OrthonormalBasis.repr_apply_apply, real_inner_comm] using planeBasis.sum_repr x
lemma basis_inner (i j : Fin 2) : inner ℝ (e i) (e j) = if i=j then 1 else 0 :=
planeBasis.inner_eq_ite i j
lemma inner_two (x y : Plane) : inner ℝ x y = c 0 x*c 0 y+c 1 x*c 1 y := by
simpa only [Fin.sum_univ_two,real_inner_comm (e 0) y,real_inner_comm (e 1) y] using
(planeBasis.sum_inner_mul_inner x y).symm
def rot : Plane →L[ℝ] Plane :=
(innerSL ℝ (e 0)).smulRight (e 1) - (innerSL ℝ (e 1)).smulRight (e 0)
lemma rot_apply (x : Plane) : rot x = c 0 x • e 1-c 1 x • e 0 := by
simp only [rot,sub_apply,ContinuousLinearMap.smulRight_apply,
innerSL_apply_apply,real_inner_comm]
lemma c_rot (x : Plane) : c 0 (rot x) = -c 1 x ∧ c 1 (rot x) = c 0 x := by
rw [rot_apply]
simp only [c,inner_sub_left,inner_smul_left,conj_trivial,basis_inner]
norm_num
lemma rot_rot (x : Plane) : rot (rot x) = -x := by
rw [rot_apply,(c_rot x).1,(c_rot x).2]
calc
_ = -(c 0 x • e 0+c 1 x • e 1) := by module
_ = -x := by rw [expand]
lemma rot_inner (x y : Plane) : inner ℝ (rot x) (rot y) = inner ℝ x y := by
rw [inner_two,inner_two,(c_rot x).1,(c_rot x).2,(c_rot y).1,(c_rot y).2]
ring
lemma rot_skew (x y : Plane) : inner ℝ (rot x) y = -inner ℝ x (rot y) := by
rw [inner_two,inner_two,(c_rot x).1,(c_rot x).2,(c_rot y).1,(c_rot y).2]
ring
lemma rot_norm (x : Plane) : ‖rot x‖ = ‖x‖ := by
have hh := rot_inner x x
simp only [real_inner_self_eq_norm_sq] at hh
nlinarith [norm_nonneg (rot x),norm_nonneg x]
abbrev D (i : Fin 2) (φ : Plane → ℝ) := directionalDerivative φ (e i)
lemma D_smooth {φ : Plane → ℝ} (hφ : ContDiff ℝ ∞ φ) (i : Fin 2) : ContDiff ℝ ∞ (D i φ) :=
(hφ.fderiv_right (by simp)).clm_apply contDiff_const
lemma D_compact {φ : Plane → ℝ} (hc : HasCompactSupport φ) (i : Fin 2) : HasCompactSupport (D i φ) :=
hc.fderiv_apply ℝ (e i)
lemma D_support (φ : Plane → ℝ) (i : Fin 2) : tsupport (D i φ) ⊆ tsupport φ :=
tsupport_fderiv_apply_subset ℝ (e i)
lemma gradient_c (φ : Plane → ℝ) (i : Fin 2) (x : Plane) : c i (gradient φ x) = D i φ x :=
inner_gradient_left
lemma D_D {φ : Plane → ℝ} (hφ : ContDiff ℝ ∞ φ) (i j : Fin 2) (x : Plane) :
D i (D j φ) x = D j (D i φ) x := by
have hd : DifferentiableAt ℝ (fderiv ℝ φ) x :=
(hφ.fderiv_right (by simp) : ContDiff ℝ ∞ (fderiv ℝ φ)).differentiable (by simp) x
change fderiv ℝ (fun y => fderiv ℝ φ y (e j)) x (e i) =
fderiv ℝ (fun y => fderiv ℝ φ y (e i)) x (e j)
rw [fderiv_clm_apply hd (differentiableAt_const _),fderiv_clm_apply hd (differentiableAt_const _)]
simp only [fderiv_fun_const,Pi.zero_apply,ContinuousLinearMap.comp_zero,zero_add,ContinuousLinearMap.flip_apply]
exact (hφ.contDiffAt.isSymmSndFDerivAt (by
simp only [minSmoothness_of_isRCLikeNormedField]
exact WithTop.coe_le_coe.mpr (show (2 : ℕ∞) ≤ ⊤ from le_top))) _ _
lemma laplace_two {φ : Plane → ℝ} (hφ : ContDiff ℝ ∞ φ) (x : Plane) :
Δ φ x = D 0 (D 0 φ) x + D 1 (D 1 φ) x := by
simpa only [Fin.sum_univ_two] using
laplacian_eq_sum_directional isOpen_univ hφ.contDiffOn (mem_univ x)
lemma inner_gradient (Z : Plane) (φ : Plane → ℝ) (x : Plane) :
inner ℝ Z (gradient φ x) = c 0 Z*D 0 φ x+c 1 Z*D 1 φ x := by
rw [inner_two,gradient_c,gradient_c]
lemma inner_rot_gradient (Z : Plane) (φ : Plane → ℝ) (x : Plane) :
inner ℝ Z (rot (gradient φ x)) = c 1 Z*D 0 φ x-c 0 Z*D 1 φ x := by
rw [inner_two,(c_rot _).1,(c_rot _).2,gradient_c,gradient_c]
ring
end StrictHotSpots.Hodge
end PlaneDifferentialInteriorSupportLayer
section PlaneWeakWeylInteriorSupportLayer
open Set MeasureTheory Filter Metric
open scoped ContDiff Laplacian Topology
namespace StrictHotSpots.Weyl
private def coord : ℂ ≃ₗᵢ[ℝ] Plane := Complex.orthonormalBasisOneI.repr
private def complexExtension (Ω : Set Plane) (u : Plane → ℝ) (z : ℂ) : ℂ :=
Complex.ofReal (Ω.indicator u (coord z))
private lemma complexExtension_integral (Ω : Set Plane) (hΩ : MeasurableSet Ω)
(u : Plane → ℝ) (ψ : ℂ → ℝ) :
(∫ z, ψ z • complexExtension Ω u z) =
Complex.ofReal (∫ x in Ω, u x * ψ (coord.symm x)) := by
have he : (fun z => ψ z • complexExtension Ω u z) =
(fun z => ((Ω.indicator (fun x => u x * ψ (coord.symm x))) (coord z) : ℂ)) := by
funext z
by_cases hz : coord z ∈ Ω
· simp [complexExtension,indicator_of_mem hz,Complex.real_smul,mul_comm]
· simp [complexExtension,indicator_of_notMem hz]
rw [he,integral_complex_ofReal,
coord.measurePreserving.integral_comp coord.toHomeomorph.measurableEmbedding,
integral_indicator hΩ]
private lemma complexExtension_integrable {Ω : Set Plane} {u : Plane → ℝ}
(hΩ : MeasurableSet Ω) (hu : IntegrableOn u Ω) :
Integrable (complexExtension Ω u) volume := by
have hi := (integrable_indicator_iff hΩ).mpr hu
have hj := coord.measurePreserving.integrable_comp_of_integrable hi
exact Complex.ofRealCLM.integrable_comp hj
private lemma complexExtension_weak {Ω : Set Plane} {μ : ℝ} {u : Plane → ℝ}
(hΩ : MeasurableSet Ω) (hp : PlaneWeakEquation Ω μ u) :
Helmholtz.WeakEquation (coord ⁻¹' Ω) μ (complexExtension Ω u) := by
intro φ hφ hc hs
have ht : ContDiff ℝ ∞ (φ ∘ coord.symm) :=
hφ.comp coord.symm.toContinuousLinearEquiv.contDiff
have htc : HasCompactSupport (φ ∘ coord.symm) := hc.comp_homeomorph coord.symm.toHomeomorph
have hts : tsupport (φ ∘ coord.symm) ⊆ Ω := by
change tsupport (φ ∘ coord.symm.toHomeomorph) ⊆ Ω
rw [tsupport_comp_eq_preimage φ coord.symm.toHomeomorph]
intro x hx
have h : coord (coord.symm x) ∈ Ω := hs hx
simpa only [coord.apply_symm_apply] using h
have h := hp _ ht htc hts
simp only [laplacian_comp_linearIsometryEquiv,Function.comp_apply] at h
rw [complexExtension_integral Ω hΩ u (Δ φ),complexExtension_integral Ω hΩ u φ,h]
simp
theorem plane_representative {Ω : Set Plane} {u : Plane → ℝ}
(ho : IsOpen Ω) (hu : IntegrableOn u Ω) (hp : PlaneWeakEquation Ω 0 u) :
∃ f : Plane → ℝ, ContDiffOn ℝ ∞ f Ω ∧ ∀ᵐ x ∂volume.restrict Ω, f x = u x := by
obtain ⟨f,hf,hfu⟩ := representative (ho.preimage coord.continuous)
(complexExtension_integrable ho.measurableSet hu).locallyIntegrable
(complexExtension_weak ho.measurableSet hp)
refine ⟨fun x => (f (coord.symm x)).re,?_,?_⟩
· exact Complex.reCLM.contDiff.comp_contDiffOn (hf.comp
coord.symm.toContinuousLinearEquiv.contDiff.contDiffOn
(fun x hx => by simpa only [mem_preimage,coord.apply_symm_apply] using hx))
· apply (ae_restrict_iff' ho.measurableSet).mpr
filter_upwards [coord.symm.measurePreserving.quasiMeasurePreserving.ae hfu] with x hx
intro hxm
have he := hx (show coord.symm x ∈ coord ⁻¹' Ω by simpa using hxm)
simpa only [complexExtension,coord.apply_symm_apply,indicator_of_mem hxm,Complex.ofReal_re] using congrArg Complex.re he
end StrictHotSpots.Weyl
end PlaneWeakWeylInteriorSupportLayer
section PrimitiveAtlasInteriorSupportLayer
open Set Filter Bundle
open scoped Topology
namespace StrictHotSpots.Primitives
structure DiscreteReal where
val : ℝ
instance : TopologicalSpace DiscreteReal := ⊥
instance : DiscreteTopology DiscreteReal := ⟨rfl⟩
@[ext] lemma DiscreteReal.ext {x y : DiscreteReal} (h : x.val = y.val) : x = y := by
cases x
cases y
cases h
rfl
structure Atlas (X ι : Type*) [TopologicalSpace X] where
U : ι → Set X
isOpen_U : ∀ i, IsOpen (U i)
idx : X → ι
mem_U : ∀ x, x ∈ U (idx x)
potential : ι → X → ℝ
constant_overlap : ∀ i j x y, x ∈ U i ∩ U j → y ∈ U i ∩ U j →
potential i x-potential j x = potential i y-potential j y
namespace Atlas
variable {X ι : Type*} [TopologicalSpace X] (A : Atlas X ι)
def core : FiberBundleCore ι X DiscreteReal where
baseSet := A.U
isOpen_baseSet := A.isOpen_U
indexAt := A.idx
mem_baseSet_at := A.mem_U
coordChange i j x d := ⟨d.val+A.potential i x-A.potential j x⟩
coordChange_self := by
intro i x _ d
ext
dsimp
ring
continuousOn_coordChange := by
intro i j
by_cases hn : (A.U i ∩ A.U j).Nonempty
· obtain ⟨z,hz⟩ := hn
have hc : Continuous (fun d : DiscreteReal =>
(⟨d.val+(A.potential i z-A.potential j z)⟩ : DiscreteReal)) := continuous_of_discreteTopology
apply (hc.comp continuous_snd).continuousOn.congr
intro p hp
ext
dsimp
have he := A.constant_overlap i j p.1 z hp.1 hz
linarith
· have he : (A.U i ∩ A.U j) ×ˢ (univ : Set DiscreteReal) = ∅ := by
rw [not_nonempty_iff_eq_empty.mp hn,empty_prod]
rw [he]
exact continuousOn_empty _
coordChange_comp := by
intro i j k x _ d
ext
dsimp
ring
theorem exists_locally_potential [SimplyConnectedSpace X] [LocallyPathConnectedSpace X]
(x₀ : X) : ∃ g : X → ℝ, ∀ x : X, ∃ c : ℝ,
∀ᶠ y in 𝓝 x, g y = A.potential (A.idx x) y+c := by
let Z := A.core
have hcov : IsCoveringMap Z.proj := IsFiberBundle.isCoveringMap (fun x =>
⟨Z.localTriv (Z.indexAt x),Z.mem_baseSet_at x⟩)
let e₀ : Z.TotalSpace := ⟨x₀,⟨0⟩⟩
obtain ⟨F,⟨_,hF⟩,_⟩ := hcov.existsUnique_continuousMap_lifts (ContinuousMap.id X) x₀ e₀ rfl
have hproj (x : X) : (F x).1 = x := congrFun hF x
let g : X → ℝ := fun x => (F x).2.val+A.potential (A.idx (F x).1) (F x).1
refine ⟨g,fun x => ?_⟩
let i := A.idx x
let c : X → DiscreteReal := fun y => (Z.localTriv i (F y)).2
have hc : ContinuousAt c x := by
apply ContinuousAt.snd
have hm : F x ∈ (Z.localTriv i).source := by
change Z.proj (F x) ∈ Z.baseSet i
rw [show Z.proj (F x) = x from hproj x]
exact A.mem_U x
exact ((Z.localTriv i).continuousAt hm).comp F.continuous.continuousAt
have he (y : X) : g y = A.potential i y+(c y).val := by
dsimp only [g,c]
rw [Z.localTriv_apply]
change (F y).2.val+A.potential (A.idx (F y).1) (F y).1 =
A.potential i y+((F y).2.val+A.potential (A.idx (F y).1) (F y).1-A.potential i (F y).1)
rw [hproj y]
ring
have hn : ∀ᶠ y in 𝓝 x, c y = c x := by
have hh : {c x} ∈ 𝓝 (c x) := by simp
exact hc hh
refine ⟨(c x).val,?_⟩
filter_upwards [hn] with y hy
rw [he y,hy]
end Atlas
end StrictHotSpots.Primitives
end PrimitiveAtlasInteriorSupportLayer
section SimplyConnectedPoincareInteriorSupportLayer
open Set Filter Metric
open scoped Topology
namespace StrictHotSpots.Primitives
theorem exists_primitive {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E]
{Ω : Set E} (ho : IsOpen Ω) (hs : IsSimplyConnected Ω)
{ω : E → E →L[ℝ] ℝ} (hω : DifferentiableOn ℝ ω Ω)
(hd : ∀ a ∈ Ω, ∀ x y, fderiv ℝ ω a x y = fderiv ℝ ω a y x) :
∃ f : E → ℝ, ∀ a ∈ Ω, HasFDerivAt f (ω a) a := by
classical
let : SimplyConnectedSpace Ω := hs
let : LocallyPathConnectedSpace Ω := ho.locallyPathConnectedSpace
have hb (p : Ω) : ∃ r : ℝ, 0 < r ∧ ball (p : E) r ⊆ Ω :=
Metric.isOpen_iff.mp ho p p.property
choose r hr hrΩ using hb
have hprim (p : Ω) : ∃ F : E → ℝ, ∀ a ∈ ball (p : E) (r p), HasFDerivAt F (ω a) a :=
(convex_ball (p : E) (r p)).exists_forall_hasFDerivAt_of_fderiv_symmetric isOpen_ball
(hω.mono (hrΩ p)) (fun a ha => hd a (hrΩ p ha))
choose F hF using hprim
let A : Atlas Ω Ω := {
U := fun p => Subtype.val ⁻¹' ball (p : E) (r p)
isOpen_U := fun p => isOpen_ball.preimage continuous_subtype_val
idx := id
mem_U := fun p => mem_ball_self (hr p)
potential := fun p x => F p x
constant_overlap := by
intro p q x y hx hy
let U := ball (p : E) (r p) ∩ ball (q : E) (r q)
have hu : IsOpen U := isOpen_ball.inter isOpen_ball
have hh (z : E) (hz : z ∈ U) : HasFDerivAt (fun z => F p z-F q z) (0 : E →L[ℝ] ℝ) z := by
simpa only [sub_self,Pi.sub_apply] using! (hF p z hz.1).sub (hF q z hz.2)
apply ((convex_ball (p : E) (r p)).inter (convex_ball (q : E) (r q))).is_const_of_fderivWithin_eq_zero
(fun z hz => (hh z hz).differentiableAt.differentiableWithinAt)
(fun z hz => (hh z hz).hasFDerivWithinAt.fderivWithin (hu.uniqueDiffOn z hz)) hx hy }
obtain ⟨x₀⟩ := (inferInstance : Nonempty Ω)
obtain ⟨g,hg⟩ := A.exists_locally_potential x₀
let f : E → ℝ := fun x => if hx : x ∈ Ω then g ⟨x,hx⟩ else 0
refine ⟨f,fun a ha => ?_⟩
let a' : Ω := ⟨a,ha⟩
obtain ⟨c,hc⟩ := hg a'
have he : ∀ᶠ x in 𝓝 a, f x = F a' x+c := by
have hsub : ∀ᶠ x : Ω in 𝓝 a', g x = F a' x+c := hc
rw [nhds_subtype_eq_comap] at hsub
obtain ⟨s,hsn,hss⟩ := Filter.mem_comap.mp hsub
filter_upwards [hsn,ho.mem_nhds ha] with x hx hxΩ
have hm := hss (show (⟨x,hxΩ⟩ : Ω) ∈ Subtype.val ⁻¹' s from hx)
change g ⟨x,hxΩ⟩ = F a' x+c at hm
simpa only [f,dite_eq_left hxΩ] using hm
exact ((hF a' a (mem_ball_self (hr a'))).add_const c).congr_of_eventuallyEq he
end StrictHotSpots.Primitives
end SimplyConnectedPoincareInteriorSupportLayer
section SmoothTruncationInteriorSupportLayer
open Set Filter MeasureTheory Metric
open scoped Topology ContDiff
namespace StrictHotSpots.Truncation
def trunc (n : ℕ) (t : ℝ) : ℝ := ((n:ℝ)+1) * Real.arctan (t/((n:ℝ)+1))
lemma smooth (n : ℕ) : ContDiff ℝ ∞ (trunc n) := by
exact contDiff_const.mul (Real.contDiff_arctan.comp (contDiff_id.div_const _))
lemma derivative (n : ℕ) (t : ℝ) :
HasDerivAt (trunc n) (1 / (1 + (t/((n:ℝ)+1))^2)) t := by
have hn : (n:ℝ)+1 ≠ 0 := by positivity
convert (((hasDerivAt_id t).div_const ((n:ℝ)+1)).arctan.const_mul ((n:ℝ)+1)) using 1 <;> try rfl
simp only [id_eq]
field_simp
lemma deriv_bound (n : ℕ) (t : ℝ) : ‖deriv (trunc n) t‖ ≤ 1 := by
rw [(derivative n t).deriv, Real.norm_of_nonneg (by positivity)]
exact (div_le_one (by positivity)).mpr (by nlinarith [sq_nonneg (t/((n:ℝ)+1))])
lemma norm_le (n : ℕ) (t : ℝ) : ‖trunc n t‖ ≤ ‖t‖ := by
have h := Convex.norm_image_sub_le_of_norm_deriv_le (f := trunc n) (s := univ)
(fun x _ => (derivative n x).differentiableAt)
(fun x _ => deriv_bound n x) convex_univ (mem_univ t) (mem_univ (0:ℝ))
simpa [trunc] using h
lemma bounded (n : ℕ) (t : ℝ) : ‖trunc n t‖ ≤ ((n:ℝ)+1)*(Real.pi/2) := by
rw [trunc,norm_mul,Real.norm_of_nonneg (by positivity)]
apply mul_le_mul_of_nonneg_left _ (by positivity)
rw [Real.norm_eq_abs,abs_le]
exact ⟨(Real.neg_pi_div_two_lt_arctan _).le,(Real.arctan_lt_pi_div_two _).le⟩
lemma tends (t : ℝ) : Tendsto (fun n => trunc n t) atTop (𝓝 t) := by
by_cases ht : t = 0
· subst t
simp [trunc]
have ht0 : Tendsto (fun n : ℕ => t/((n:ℝ)+1)) atTop (𝓝 0) := by
exact tendsto_const_nhds.div_atTop (by simpa only [Function.comp_def,Nat.cast_add,Nat.cast_one] using (tendsto_natCast_atTop_atTop.comp (tendsto_add_atTop_nat 1) : Tendsto (fun n : ℕ => ((n+1:ℕ):ℝ)) atTop atTop))
have htne : Tendsto (fun n : ℕ => t/((n:ℝ)+1)) atTop (𝓝[≠] 0) :=
tendsto_nhdsWithin_iff.mpr ⟨ht0,Eventually.of_forall (fun n => by simpa using div_ne_zero ht (by positivity : (n:ℝ)+1 ≠ 0))⟩
have hh := ((Real.hasDerivAt_arctan 0).tendsto_slope_zero.comp htne).const_mul t
convert hh using 1
· ext n
simp only [Function.comp_apply,zero_add, Real.arctan_zero,sub_zero,smul_eq_mul,trunc]
field_simp
· simp
end StrictHotSpots.Truncation
end SmoothTruncationInteriorSupportLayer
section AnchoredEstimateInteriorSupportLayer
open Set MeasureTheory Filter
namespace StrictHotSpots
lemma anchored_l2_bound {α : Type*} [MeasurableSpace α] {μ : Measure α} [IsFiniteMeasure μ]
{B : Set α} (_hB : MeasurableSet B) (hβ : 0 < (μ B).toReal)
{f : α → ℝ} (hf : MemLp f 2 μ) {m M D : ℝ}
(ha : ∀ᵐ x ∂μ.restrict B, ‖f x‖ ≤ M)
(hv : (∫ x, (f x-m)^2 ∂μ) ≤ D) :
(∫ x, (f x)^2 ∂μ) ≤ 2*D + 2*((2*D + 2*M^2*(μ B).toReal)/(μ B).toReal)*(μ univ).toReal := by
have hfi : Integrable (fun x => (f x)^2) μ := (memLp_two_iff_integrable_sq hf.aestronglyMeasurable).mp hf
have hfm : MemLp (fun x => f x-m) 2 μ := hf.sub (memLp_const m)
have hvI : Integrable (fun x => (f x-m)^2) μ := (memLp_two_iff_integrable_sq hfm.aestronglyMeasurable).mp hfm
have hvB : (∫ x in B, (f x-m)^2 ∂μ) ≤ D :=
(setIntegral_le_integral hvI (Eventually.of_forall (fun x => sq_nonneg _))).trans hv
have hmB : m^2*(μ B).toReal ≤ 2*D + 2*M^2*(μ B).toReal := by
have he : (∫ _ in B, m^2 ∂μ) ≤ ∫ x in B, 2*(f x-m)^2 + 2*M^2 ∂μ := by
apply integral_mono_ae (integrable_const _) ((hvI.restrict.const_mul 2).add (integrable_const _))
filter_upwards [ha] with x hx
have hM := (sq_le_sq₀ (norm_nonneg _) ((norm_nonneg _).trans hx)).mpr hx
simp only [Real.norm_eq_abs,sq_abs] at hM
change m^2 ≤ 2*(f x-m)^2+2*M^2
nlinarith [sq_nonneg (2*f x-m)]
rw [integral_add (hvI.restrict.const_mul 2) (integrable_const _),integral_const_mul] at he
simp only [integral_const,smul_eq_mul,measureReal_def,Measure.restrict_apply_univ] at he
nlinarith
have hm : m^2 ≤ (2*D + 2*M^2*(μ B).toReal)/(μ B).toReal :=
(le_div_iff₀ hβ).mpr hmB
have he : (∫ x, (f x)^2 ∂μ) ≤ ∫ x, 2*(f x-m)^2+2*m^2 ∂μ := by
apply integral_mono_ae hfi ((hvI.const_mul 2).add (integrable_const _))
exact Eventually.of_forall fun x => by
change (f x)^2 ≤ 2*(f x-m)^2+2*m^2
nlinarith [sq_nonneg (f x-2*m)]
rw [integral_add (hvI.const_mul 2) (integrable_const _),integral_const_mul] at he
simp only [integral_const,smul_eq_mul,measureReal_def] at he
exact he.trans (add_le_add (mul_le_mul_of_nonneg_left hv (by norm_num))
(by nlinarith [mul_le_mul_of_nonneg_right hm (ENNReal.toReal_nonneg (a := μ univ))]))
end StrictHotSpots
end AnchoredEstimateInteriorSupportLayer
section FiniteEnergyPrimitiveInteriorSupportLayer
open Set Filter MeasureTheory Metric
open scoped Topology ContDiff InnerProductSpace
namespace StrictHotSpots
theorem finiteEnergy_hasH1Gradient {Ω : Set Plane} (ho : IsOpen Ω)
(hne : Ω.Nonempty) (hb : Bornology.IsBounded Ω)
(hμ : 0 < firstPositiveNeumannValue Ω) {r : Plane → ℝ}
(hr : ContDiffOn ℝ ∞ r Ω) (hg : MemLp (gradient r) 2 (volume.restrict Ω)) :
HasH1Gradient Ω r (gradient r) := by
let : IsFiniteMeasure (volume.restrict Ω) := ⟨by simpa using hb.measure_lt_top⟩
have hvol : 0 < (volume Ω).toReal :=
ENNReal.toReal_pos (ne_of_gt (ho.measure_pos volume hne)) hb.measure_lt_top.ne
have hrm : AEStronglyMeasurable r (volume.restrict Ω) := hr.continuousOn.aestronglyMeasurable ho.measurableSet
let F (n : ℕ) (x : Plane) := Truncation.trunc n (r x)
have hF (n : ℕ) : ContDiffOn ℝ ∞ (F n) Ω := (Truncation.smooth n).comp_contDiffOn hr
have hmF (n : ℕ) : MemLp (F n) 2 (volume.restrict Ω) := by
apply (memLp_const (((n:ℝ)+1)*(Real.pi/2))).mono
((hF n).continuousOn.aestronglyMeasurable ho.measurableSet)
exact Eventually.of_forall fun x => (Truncation.bounded n (r x)).trans (le_abs_self _)
have hgrad (n : ℕ) {x : Plane} (hx : x ∈ Ω) :
gradient (F n) x = deriv (Truncation.trunc n) (r x) • gradient r x := by
apply (InnerProductSpace.toDual ℝ Plane).injective
simp only [gradient,map_smul,LinearIsometryEquiv.apply_symm_apply]
have hdx := ((hr.contDiffAt (ho.mem_nhds hx)).differentiableAt (by simp)).hasFDerivAt
exact (((Truncation.smooth n).differentiable (by simp)).differentiableAt.hasDerivAt.comp_hasFDerivAt x hdx).fderiv
have hgradle (n : ℕ) : ∀ᵐ x ∂volume.restrict Ω, ‖gradient (F n) x‖ ≤ ‖gradient r x‖ := by
filter_upwards [ae_restrict_mem ho.measurableSet] with x hx
rw [hgrad n hx,norm_smul]
exact mul_le_of_le_one_left (norm_nonneg _) (Truncation.deriv_bound n (r x))
have hmG (n : ℕ) : MemLp (gradient (F n)) 2 (volume.restrict Ω) := by
apply hg.mono _ (hgradle n)
have hd : ContDiffOn ℝ ∞ (fderiv ℝ (F n)) Ω := (hF n).fderiv_of_isOpen ho (by simp)
have hc : ContinuousOn (gradient (F n)) Ω :=
(InnerProductSpace.toDual ℝ Plane).symm.continuous.comp_continuousOn
hd.continuousOn
exact hc.aestronglyMeasurable ho.measurableSet
have hH (n : ℕ) : HasH1Gradient Ω (F n) (gradient (F n)) :=
HasH1Gradient.of_contDiffOn ho (hF n) (hmF n) (hmG n)
let m (n : ℕ) := (∫ x in Ω, F n x)/(volume Ω).toReal
let G := ∫ x in Ω, ‖gradient r x‖^2
have hm (n : ℕ) : (∫ x in Ω, F n x-m n) = 0 := by
rw [integral_sub ((hmF n).integrable (by norm_num)) (integrable_const _)]
simp only [integral_const,measureReal_restrict_apply_univ,smul_eq_mul]
change (∫ x in Ω, F n x)-(volume Ω).toReal*m n = 0
dsimp [m]
field_simp
ring
have hvar (n : ℕ) : (∫ x in Ω, (F n x-m n)^2) ≤ G/firstPositiveNeumannValue Ω := by
have hH' : HasH1Gradient Ω (fun x => F n x-m n) (gradient (F n)) := by
simpa only [sub_zero] using! (hH n).sub (HasH1Gradient.const hb (m n))
have he := rayleigh_inequality_all hH' (hm n)
have he' : (∫ x in Ω, ‖gradient (F n) x‖^2) ≤ G := by
apply integral_mono_ae ((memLp_two_iff_integrable_sq_norm (hmG n).aestronglyMeasurable).mp (hmG n))
((memLp_two_iff_integrable_sq_norm hg.aestronglyMeasurable).mp hg)
exact (hgradle n).mono fun x hx => (sq_le_sq₀ (norm_nonneg _) (norm_nonneg _)).mpr hx
exact (le_div_iff₀ hμ).mpr (by nlinarith)
obtain ⟨a,ha⟩ := hne
have heΩ : ∀ᶠ x in 𝓝 a, x ∈ Ω := ho.mem_nhds ha
have he : ∀ᶠ x in 𝓝 a, x ∈ Ω ∧ ‖r x‖ < ‖r a‖+1 :=
heΩ.and (((hr.continuousOn a ha).continuousAt (ho.mem_nhds ha)).norm.eventually
(gt_mem_nhds (by linarith : ‖r a‖ < ‖r a‖+1)))
obtain ⟨ε,hε,hεs⟩ := Metric.mem_nhds_iff.mp he
have hBΩ : ball a ε ⊆ Ω := fun x hx => (hεs hx).1
have hβ : 0 < ((volume.restrict Ω) (ball a ε)).toReal := by
rw [Measure.restrict_apply measurableSet_ball,inter_eq_left.mpr hBΩ]
exact ENNReal.toReal_pos (ne_of_gt (isOpen_ball.measure_pos volume (nonempty_ball.mpr hε)))
(measure_ball_lt_top.ne)
let C := 2*(G/firstPositiveNeumannValue Ω) +
2*((2*(G/firstPositiveNeumannValue Ω)+2*(‖r a‖+1)^2*((volume.restrict Ω) (ball a ε)).toReal)/
((volume.restrict Ω) (ball a ε)).toReal)*((volume.restrict Ω) univ).toReal
have hbound (n : ℕ) : (∫ x in Ω, (F n x)^2) ≤ C := by
apply anchored_l2_bound measurableSet_ball hβ (hmF n) (m := m n)
· filter_upwards [ae_restrict_mem measurableSet_ball] with x hx
exact (Truncation.norm_le n (r x)).trans (hεs hx).2.le
· exact hvar n
have hLP (n : ℕ) : eLpNorm (F n) 2 (volume.restrict Ω) ≤ ENNReal.ofReal (Real.sqrt (max C 0)) := by
rw [(hmF n).eLpNorm_eq_integral_rpow_norm (by norm_num) (by norm_num)]
norm_num only [ENNReal.toReal_ofNat,Real.rpow_two,Real.norm_eq_abs,sq_abs]
rw [← Real.sqrt_eq_rpow]
exact ENNReal.ofReal_le_ofReal (Real.sqrt_le_sqrt ((hbound n).trans (le_max_left C 0)))
have hrL : MemLp r 2 (volume.restrict Ω) := by
exact (Lp.eLpNorm_le_of_ae_tendsto (Eventually.of_forall hLP)
(fun n => (hmF n).aestronglyMeasurable) hrm
(Eventually.of_forall (fun x => Truncation.tends (r x)))).trans_lt
ENNReal.ofReal_lt_top
exact HasH1Gradient.of_contDiffOn ho hr hrL hg
end StrictHotSpots
end FiniteEnergyPrimitiveInteriorSupportLayer
section SmoothClosedPotentialInteriorSupportLayer
open Set MeasureTheory
open scoped ContDiff InnerProductSpace
namespace StrictHotSpots
theorem closed_finiteEnergy_potential {Ω : Set Plane} (ho : IsOpen Ω)
(hs : IsSimplyConnected Ω) (hb : Bornology.IsBounded Ω)
(hμ : 0 < firstPositiveNeumannValue Ω)
{Z : Plane → Plane} (hZ : ContDiffOn ℝ ∞ Z Ω)
(hm : MemLp Z 2 (volume.restrict Ω))
(hd : ∀ a ∈ Ω, ∀ x y,
fderiv ℝ (fun a => innerSL ℝ (Z a)) a x y =
fderiv ℝ (fun a => innerSL ℝ (Z a)) a y x) :
∃ r : Plane → ℝ, ContDiffOn ℝ ∞ r Ω ∧ HasH1Gradient Ω r Z := by
have hw : ContDiffOn ℝ ∞ (fun a => innerSL ℝ (Z a)) Ω :=
(innerSL ℝ (E := Plane)).contDiff.comp_contDiffOn hZ
obtain ⟨r,hr⟩ := Primitives.exists_primitive ho hs (hw.differentiableOn (by simp)) hd
have he : EqOn (fderiv ℝ r) (fun a => innerSL ℝ (Z a)) Ω := fun a ha => (hr a ha).fderiv
have hrs : ContDiffOn ℝ ∞ r Ω := by
rw [contDiffOn_infty_iff_fderiv_of_isOpen ho]
exact ⟨fun a ha => (hr a ha).differentiableAt.differentiableWithinAt, hw.congr he⟩
have heg : ∀ a ∈ Ω, gradient r a = Z a := by
intro a ha
apply (InnerProductSpace.toDual ℝ Plane).injective
change (InnerProductSpace.toDual ℝ Plane) ((InnerProductSpace.toDual ℝ Plane).symm (fderiv ℝ r a)) = _
rw [LinearIsometryEquiv.apply_symm_apply,he ha]
ext y
rfl
have hae : gradient r =ᵐ[volume.restrict Ω] Z :=
(ae_restrict_mem ho.measurableSet).mono fun a ha => heg a ha
have hgr : MemLp (gradient r) 2 (volume.restrict Ω) := (memLp_congr_ae hae).mpr hm
have hne : Ω.Nonempty := by
let : SimplyConnectedSpace Ω := hs
obtain ⟨x⟩ := (inferInstance : Nonempty Ω)
exact ⟨x,x.property⟩
refine ⟨r,hrs,?_⟩
exact (finiteEnergy_hasH1Gradient ho hne hb hμ hrs hgr).congr (Filter.Eventually.of_forall (fun _ => rfl)) hae
theorem closed_orthogonal_gradient_zero {Ω : Set Plane} (ho : IsOpen Ω)
(hs : IsSimplyConnected Ω) (hb : Bornology.IsBounded Ω)
(hμ : 0 < firstPositiveNeumannValue Ω)
{Z : Plane → Plane} (hZ : ContDiffOn ℝ ∞ Z Ω)
(hm : MemLp Z 2 (volume.restrict Ω))
(hd : ∀ a ∈ Ω, ∀ x y,
fderiv ℝ (fun a => innerSL ℝ (Z a)) a x y =
fderiv ℝ (fun a => innerSL ℝ (Z a)) a y x)
(hz : ∀ v g, HasH1Gradient Ω v g → (∫ x in Ω, inner ℝ (Z x) (g x)) = 0) :
∀ x ∈ Ω, Z x = 0 := by
obtain ⟨r,_,hr⟩ := closed_finiteEnergy_potential ho hs hb hμ hZ hm hd
have he := hz r Z hr
simp only [real_inner_self_eq_norm_sq] at he
have hI := (memLp_two_iff_integrable_sq_norm hm.aestronglyMeasurable).mp hm
have hae : ∀ᵐ x ∂volume.restrict Ω, ‖Z x‖^2 = 0 :=
(integral_eq_zero_iff_of_nonneg_ae (Filter.Eventually.of_forall (fun x => sq_nonneg ‖Z x‖)) hI).mp he
have hae' : Z =ᵐ[volume.restrict Ω] 0 := hae.mono fun x hx => by simpa using hx
exact MeasureTheory.Measure.eqOn_open_of_ae_eq hae' ho hZ.continuousOn continuousOn_const
end StrictHotSpots
end SmoothClosedPotentialInteriorSupportLayer
section WeakHodgeRegularityInteriorSupportLayer
open Set MeasureTheory
open scoped ContDiff Laplacian
namespace StrictHotSpots.Hodge
def WeakDivZero (Ω : Set Plane) (Z : Plane → Plane) : Prop :=
∀ φ : Plane → ℝ, ContDiff ℝ ∞ φ → HasCompactSupport φ → tsupport φ ⊆ Ω →
(∫ x in Ω, inner ℝ (Z x) (gradient φ x)) = 0
def WeakCurlZero (Ω : Set Plane) (Z : Plane → Plane) : Prop :=
∀ φ : Plane → ℝ, ContDiff ℝ ∞ φ → HasCompactSupport φ → tsupport φ ⊆ Ω →
(∫ x in Ω, inner ℝ (Z x) (rot (gradient φ x))) = 0
lemma weak_harmonic_coordinates {Ω : Set Plane} (ho : IsOpen Ω)
{Z : Plane → Plane} (hm : MemLp Z 2 (volume.restrict Ω))
(hd : WeakDivZero Ω Z) (hc : WeakCurlZero Ω Z) (i : Fin 2) :
PlaneWeakEquation Ω 0 (fun x => c i (Z x)) := by
intro φ hφ hk hs
have hI (j : Fin 2) : IntegrableOn (fun x => inner ℝ (Z x) (gradient (D j φ) x)) Ω :=
integrable_inner_of_memLp hm (HasH1Gradient.test ho (D_smooth hφ j) (D_compact hk j)).2.1
have hJ (j : Fin 2) : IntegrableOn (fun x => inner ℝ (Z x) (rot (gradient (D j φ) x))) Ω :=
integrable_inner_of_memLp hm (rot.comp_memLp' (HasH1Gradient.test ho (D_smooth hφ j) (D_compact hk j)).2.1)
have hD (j : Fin 2) := hd _ (D_smooth hφ j) (D_compact hk j) ((D_support φ j).trans hs)
have hC (j : Fin 2) := hc _ (D_smooth hφ j) (D_compact hk j) ((D_support φ j).trans hs)
have he0 (x : Plane) : c 0 (Z x)*Δ φ x =
inner ℝ (Z x) (gradient (D 0 φ) x) - inner ℝ (Z x) (rot (gradient (D 1 φ) x)) := by
rw [laplace_two hφ,inner_gradient,inner_rot_gradient,D_D hφ 1 0]
ring
have he1 (x : Plane) : c 1 (Z x)*Δ φ x =
inner ℝ (Z x) (gradient (D 1 φ) x) + inner ℝ (Z x) (rot (gradient (D 0 φ) x)) := by
rw [laplace_two hφ,inner_gradient,inner_rot_gradient,D_D hφ 1 0]
ring
fin_cases i
· change (∫ x in Ω, c 0 (Z x) * Δ φ x) = _
simp_rw [he0]
rw [integral_sub (hI 0) (hJ 1),hD 0,hC 1]
simp
· change (∫ x in Ω, c 1 (Z x) * Δ φ x) = _
simp_rw [he1]
rw [integral_add (hI 1) (hJ 0),hD 1,hC 0]
simp
theorem weak_divCurl_smooth {Ω : Set Plane} (ho : IsOpen Ω)
(hb : Bornology.IsBounded Ω) {Z : Plane → Plane} (hm : MemLp Z 2 (volume.restrict Ω))
(hd : WeakDivZero Ω Z) (hc : WeakCurlZero Ω Z) :
∃ W : Plane → Plane, ContDiffOn ℝ ∞ W Ω ∧ W =ᵐ[volume.restrict Ω] Z := by
let : IsFiniteMeasure (volume.restrict Ω) := isFiniteMeasure_restrict.mpr hb.measure_lt_top.ne
have hh (i : Fin 2) := Weyl.plane_representative ho
((hm.inner_const (e i)).integrable (by norm_num)) (weak_harmonic_coordinates ho hm hd hc i)
choose f hf he using hh
refine ⟨fun x => f 0 x • e 0+f 1 x • e 1,(hf 0).smul contDiffOn_const |>.add ((hf 1).smul contDiffOn_const),?_⟩
filter_upwards [he 0,he 1] with x hx0 hx1
rw [hx0,hx1,expand]
lemma smooth_curl_zero {Ω : Set Plane} (ho : IsOpen Ω)
{W : Plane → Plane} (hW : ContDiffOn ℝ ∞ W Ω) (hc : WeakCurlZero Ω W) :
∀ x ∈ Ω, D 0 (fun y => c 1 (W y)) x = D 1 (fun y => c 0 (W y)) x := by
let a : Plane → ℝ := fun x => c 0 (W x)
let b : Plane → ℝ := fun x => c 1 (W x)
have ha : ContDiffOn ℝ ∞ a Ω := hW.inner ℝ contDiffOn_const
have hb : ContDiffOn ℝ ∞ b Ω := hW.inner ℝ contDiffOn_const
have hda := directionalDerivative_contDiffOn ho ha (e 1)
have hdb := directionalDerivative_contDiffOn ho hb (e 0)
have hcont : ContinuousOn (fun x => D 0 b x-D 1 a x) Ω := hdb.continuousOn.sub hda.continuousOn
have hz := ho.ae_eq_zero_of_integral_contDiff_smul_eq_zero
(hcont.locallyIntegrableOn ho.measurableSet (μ := volume)) ?_
· have he : (fun x => D 0 b x-D 1 a x) =ᵐ[volume.restrict Ω] 0 := (ae_restrict_iff' ho.measurableSet).mpr hz
have hh := MeasureTheory.Measure.eqOn_open_of_ae_eq he ho hcont continuousOn_const
intro x hx
exact sub_eq_zero.mp (hh hx)
· intro φ hφ hk hs
have hi : IntegrableOn (fun x => D 0 b x*φ x) Ω := (integrable_mul_test ho hdb.continuousOn hφ.continuous hk hs).integrableOn
have hj : IntegrableOn (fun x => D 1 a x*φ x) Ω := (integrable_mul_test ho hda.continuousOn hφ.continuous hk hs).integrableOn
have hi' : IntegrableOn (fun x => b x*D 0 φ x) Ω := (integrable_mul_test ho hb.continuousOn (D_smooth hφ 0).continuous
(D_compact hk 0) ((D_support φ 0).trans hs)).integrableOn
have hj' : IntegrableOn (fun x => a x*D 1 φ x) Ω := (integrable_mul_test ho ha.continuousOn (D_smooth hφ 1).continuous
(D_compact hk 1) ((D_support φ 1).trans hs)).integrableOn
have h0 := integral_mul_test_fderiv ho hb hφ hk hs (e 0)
have h1 := integral_mul_test_fderiv ho ha hφ hk hs (e 1)
have h := hc φ hφ hk hs
simp_rw [inner_rot_gradient] at h
rw [integral_sub hi' hj'] at h
change (∫ x in Ω, b x * D 0 φ x) = -(∫ x in Ω, D 0 b x * φ x) at h0
change (∫ x in Ω, a x * D 1 φ x) = -(∫ x in Ω, D 1 a x * φ x) at h1
rw [h0,h1] at h
simp only [smul_eq_mul]
simp_rw [mul_comm (φ _) _]
rw [← setIntegral_mul_test hs]
simp_rw [sub_mul]
rw [integral_sub hi hj]
linarith
lemma smooth_closed {Ω : Set Plane} (ho : IsOpen Ω)
{W : Plane → Plane} (hW : ContDiffOn ℝ ∞ W Ω) (hc : WeakCurlZero Ω W) :
∀ a ∈ Ω, ∀ x y,
fderiv ℝ (fun a => innerSL ℝ (W a)) a x y =
fderiv ℝ (fun a => innerSL ℝ (W a)) a y x := by
intro a ha x y
have hw : DifferentiableAt ℝ W a :=
(hW.differentiableOn (by simp) a ha).differentiableAt (ho.mem_nhds ha)
have hform (x y : Plane) :
fderiv ℝ (fun a => innerSL ℝ (W a)) a x y = inner ℝ (fderiv ℝ W a x) y := by
have hh : HasFDerivAt (fun a => innerSL ℝ (W a))
((innerSL ℝ (E := Plane)).comp (fderiv ℝ W a)) a :=
(innerSL ℝ (E := Plane)).hasFDerivAt.comp a hw.hasFDerivAt
rw [hh.fderiv]
rfl
have hcoord (i j : Fin 2) : D i (fun y => c j (W y)) a =
inner ℝ (fderiv ℝ W a (e i)) (e j) := by
change fderiv ℝ (fun y => inner ℝ (W y) (e j)) a (e i) = _
rw [fderiv_inner_apply ℝ hw (differentiableAt_const _)]
simp only [fderiv_fun_const,Pi.zero_apply,zero_apply,inner_zero_right,zero_add]
have hc' := smooth_curl_zero ho hW hc a ha
rw [hcoord,hcoord] at hc'
simp_rw [hform]
conv_lhs => rw [← expand x,← expand y]
conv_rhs => rw [← expand y,← expand x]
simp only [map_add,map_smul,inner_add_left,inner_add_right,inner_smul_left,
inner_smul_right,conj_trivial]
rw [hc']
ring
theorem weak_divCurl_zero {Ω : Set Plane} (ho : IsOpen Ω)
(hs : IsSimplyConnected Ω) (hb : Bornology.IsBounded Ω)
(hμ : 0 < firstPositiveNeumannValue Ω)
{Z : Plane → Plane} (hm : MemLp Z 2 (volume.restrict Ω))
(hc : WeakCurlZero Ω Z)
(hz : ∀ v g, HasH1Gradient Ω v g → (∫ x in Ω, inner ℝ (Z x) (g x)) = 0) :
Z =ᵐ[volume.restrict Ω] 0 := by
have hd : WeakDivZero Ω Z := fun φ hφ hk _ => hz φ _ (HasH1Gradient.test ho hφ hk)
obtain ⟨W,hW,he⟩ := weak_divCurl_smooth ho hb hm hd hc
have hwm : MemLp W 2 (volume.restrict Ω) := (memLp_congr_ae he).mpr hm
have heI (f : Plane → Plane) : (∫ x in Ω, inner ℝ (W x) (f x)) =
∫ x in Ω, inner ℝ (Z x) (f x) :=
integral_congr_ae (he.mono fun x hx => congrArg (fun t => inner ℝ t (f x)) hx)
have hwc : WeakCurlZero Ω W := fun φ hφ hk ht => (heI _).trans (hc φ hφ hk ht)
have hwz : ∀ v g, HasH1Gradient Ω v g → (∫ x in Ω, inner ℝ (W x) (g x)) = 0 :=
fun v g hv => (heI g).trans (hz v g hv)
have hw0 := closed_orthogonal_gradient_zero ho hs hb hμ hW hwm (smooth_closed ho hW hwc) hwz
exact he.symm.trans ((ae_restrict_mem ho.measurableSet).mono fun x hx => hw0 x hx)
end StrictHotSpots.Hodge
end WeakHodgeRegularityInteriorSupportLayer
end
end ActualVectorSupport
end OAI
|