23
Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion Asymptotic behaviour of the heat equation in twisted waveguides Gabriela Malenov´ a Faculty of Nuclear Sciences and Physical Engineering, CTU, Prague Nuclear Physics Institute, AS ˇ CR, ˇ Reˇ z Graphs and Spectra, Chemnitz, July 19, 2011 Jointly with: David Krejˇ ciˇ ık and Miloˇ s Tater, NPI, AS ˇ CR, ˇ Reˇ z.

Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Embed Size (px)

Citation preview

Page 1: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Asymptotic behaviour of the heat equation intwisted waveguides

Gabriela Malenova

Faculty of Nuclear Sciences and Physical Engineering, CTU, PragueNuclear Physics Institute, AS CR, Rez

Graphs and Spectra, Chemnitz,July 19, 2011

Jointly with: David Krejcirık and Milos Tater, NPI, AS CR, Rez.

Page 2: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Layout

Heat equation in twisted waveguideQuantum waveguidesHardy inequalitiesHeat equation on Ωθ

Asymptotic behaviourDecay rateSelf-similarity transformation

Numerical solutionNumerical methodsComparisonThe twisted case

Conclusion

Page 3: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Introduction

• Straight waveguide Ω0 := R× ω, ω ∈ R2 is non-circularcross-section

• Twisted waveguide Ωθ, ω is rotating with respect tonon-constant angle θ(x1).

The Hamiltonian of a particle moving inside is descibed by theDirichlet Laplacian −∆Ωθ

D : L2(Ωθ)→ L2(Ωθ).It is associated with the quadratic form ψ 7→ ‖∇ψ‖2 with thedomain D(Ωθ) := H1

0 (Ωθ).

Page 4: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Layout

Heat equation in twisted waveguideQuantum waveguidesHardy inequalitiesHeat equation on Ωθ

Asymptotic behaviourDecay rateSelf-similarity transformation

Numerical solutionNumerical methodsComparisonThe twisted case

Conclusion

Page 5: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Spectral stability

−∆ΩθD and −∆Ω0

D have the same spectrum as a set:

σ(−∆ΩθD ) = σess(−∆Ωθ

D ) = [E1,∞).

• E1 is the threshold energy of −∆ωD

• Difference: existence of the Hardy inequality [Ekholm,Kovarık, Krejcirık 2008]

Hardy-type inequality

−∆ΩθD − E1 ≥ ρ, ρ is a positive function.

• Operator −∆ΩθD − E1 is subcritical, −∆Ω0

D − E1 is critical

Page 6: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Spectral stability

−∆ΩθD and −∆Ω0

D have the same spectrum as a set:

σ(−∆ΩθD ) = σess(−∆Ωθ

D ) = [E1,∞).

• E1 is the threshold energy of −∆ωD

• Difference: existence of the Hardy inequality [Ekholm,Kovarık, Krejcirık 2008]

Hardy-type inequality

−∆ΩθD − E1 ≥ ρ, ρ is a positive function.

• Operator −∆ΩθD − E1 is subcritical, −∆Ω0

D − E1 is critical

Page 7: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Layout

Heat equation in twisted waveguideQuantum waveguidesHardy inequalitiesHeat equation on Ωθ

Asymptotic behaviourDecay rateSelf-similarity transformation

Numerical solutionNumerical methodsComparisonThe twisted case

Conclusion

Page 8: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Heat equation on Ωθ

ut(x , t)−∆u(x , t) = 0

subject to Dirichlet boundary conditions on ∂Ωθ.

From the semigroup theory: ∀u0 ∈ L2(Ωθ) exists uniquelydetermined generalized solution of the heat equation in the form

u(x , t) = e∆ΩθD tu0(x),

where e∆ΩθD t : L2(Ωθ)→ L2(Ωθ) is the semigroup operator

associated with the Laplacian −∆ΩθD .

It follows from the spectral mapping theorem that

‖e∆ΩθD t‖L2(Ωθ)→L2(Ωθ) = e−E1t .

Page 9: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Layout

Heat equation in twisted waveguideQuantum waveguidesHardy inequalitiesHeat equation on Ωθ

Asymptotic behaviourDecay rateSelf-similarity transformation

Numerical solutionNumerical methodsComparisonThe twisted case

Conclusion

Page 10: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Decay rate

We are interested in an additional (polynomial) decay of thesemigroup, which will follow if we restrict the class of initial datato the weighted space L2(Ωθ,K ), where K (x) := ex2

1/4. Let usdefine the decay rate:

γ(Ωθ) := supγ∣∣ ∃Cγ > 0, ∀t ≥ 0,

∥∥e(∆θ+E1)t∥∥

K≤ Cγ(1 + t)−γ

,

where ‖.‖K : L2(Ωθ,K )→ L2(Ωθ).

Theorem

We have γ(Ωθ) = 1/4 if Ωθ is untwisted, while γ(Ωθ) = 3/4 if Ωθ

is twisted.

[D. Krejcirık and E. Zuazua, 2011]

Page 11: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Layout

Heat equation in twisted waveguideQuantum waveguidesHardy inequalitiesHeat equation on Ωθ

Asymptotic behaviourDecay rateSelf-similarity transformation

Numerical solutionNumerical methodsComparisonThe twisted case

Conclusion

Page 12: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Self-similarity transformation

Motivation: The Dirichlet Laplacian converges in the normresolvent sense to one dimensional Schrodinger operator whosepotential holds the information about twisting [Sedivakova,Krejcirık, 2011].One-dimensional heat equation:

ut − uxx + V (x)u = 0, with V = Cω θ2.

Self-similarity transformation

u(x , t) = (t + 1)−1/4w(y , s),

y := (t + 1)−1/2x , s := ln (t + 1).

Page 13: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Using self-similarity transformation we arrive at:

ws −1

2ywy −

1

4w − wyy + esV (es/2y)w = 0.

Finally, obeyingz(y , s) := ey2/8w(y , s),

we get expression in (y , s) ∈ Ω0 × (0,∞):

zs − zyy + y2

16z + esV (es/2y)z = 0

This is a parabolic equation with time-dependent coefficients.However, this form is advantageous because of the compactness ofthe resolvent. Self-similarity transformation is unitary:‖u(t)‖ = ‖w(s)‖. According to theorem, we expect

V = 0, ‖u(t)‖ ∼ t−1/4, V ≥ 0, ‖u(t)‖ ∼ t−3/4.

Page 14: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Layout

Heat equation in twisted waveguideQuantum waveguidesHardy inequalitiesHeat equation on Ωθ

Asymptotic behaviourDecay rateSelf-similarity transformation

Numerical solutionNumerical methodsComparisonThe twisted case

Conclusion

Page 15: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Exact solution for V = 0

Semigroup operator of the heat equation in an integral operator

u(x , t) =

∫R

G (x , y , t)u0(y)dy ,

where the heat kernel is defined as

G (x , y , t) =e−|x−y|2

4t

√4πt

.

We are able to find numerical solution (Wolfram Mathematica 7.0).

Page 16: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Expansion to oscillator basis

The first method uses the expansion to the eigenbasis of theharmonic oscillator:

u(x , t) =∞∑

n=1

an(t)ψn(x).

ψ satisfies the Helmoltz equality −ψ′′ + x2

16ψ = λψ, we knowexplicitly the eigenvalues and -vectors from quantum mechanics:

λn =1

2

(n +

1

2

), ψn(x) = NnHn

(x

2

)e−

x2

8 .

Plugging into the heat equation:

a(t) = e−Mta(0), where Mmn = λnδmn −⟨ψm,

x2

16ψn

⟩.

Page 17: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Self-similarity solution

The solution of self-similarity-transformed equation

zs − zyy + y2

16z = 0 may be found again as expansion to harmonicoscillator eigenbasis. Then

a(t) = e−Mta(0), where Mmn = λnδmn.

Finally, we apply backward self-similarity transformation.The decay rate function is defined

q(t) := − ln ‖u(t)‖ln (1 + t)

.

Page 18: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Layout

Heat equation in twisted waveguideQuantum waveguidesHardy inequalitiesHeat equation on Ωθ

Asymptotic behaviourDecay rateSelf-similarity transformation

Numerical solutionNumerical methodsComparisonThe twisted case

Conclusion

Page 19: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Comparison

Time evolution of the norm ‖u‖:

Decay rate q(t):

20 40 60 80 100 120

-0.2

0.2

0.4

0.6

0.8

Page 20: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Layout

Heat equation in twisted waveguideQuantum waveguidesHardy inequalitiesHeat equation on Ωθ

Asymptotic behaviourDecay rateSelf-similarity transformation

Numerical solutionNumerical methodsComparisonThe twisted case

Conclusion

Page 21: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

The twisted waveguide

The potential increases the decay rate about 1/2. Analytically, themathematical background lies in scalling which is more singularthan the Dirac’s delta interaction and thus leads to the Dirichletcondition at the origin.This problem is already explicitely solvable: the first eigenvalue is3/4, which coincides with the second eigenvalue of the harmonicoscillator without Dirichlet condition. Decay rate q(t):

Page 22: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Conclusion

• Aim: support the data given by Krejcirık and Zuazua; showthat the decay rate posseses increase about 1/2 in the twistedwaveguide in comparison to the untwisted case.

• Possible extensions: Computation for non-approximated 3Dwaveguides.

Page 23: Asymptotic behaviour of the heat equation in twisted ... · PDF fileAsymptotic behaviour of the heat equation in twisted waveguides ... Conclusion. Heat equation in ... determined

Heat equation in twisted waveguide Asymptotic behaviour Numerical solution Conclusion

Admiration of the audience

THANK YOU FOR YOUR ATTENTION