collapse phenomenon in the nls and townes solitontdohnal/solit... · collapse and towns soliton...

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Eidgen¨ ossische Forschungsanastalt f¨ ur Wald, Schnee und Landschaft Abteilung Schnee und Lawninen ENA SLF PNL SNV Collapse phenomenon in the NLS and Townes soliton Julia Kowalski 30. Januar 2007 [email protected]

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Page 1: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

EidgenossischeForschungsanastalt fur

Wald, Schnee undLandschaft

Abteilung Schnee undLawninen

ENASLF

PNLSNV

Collapse phenomenon in the NLS and Townessoliton

Julia Kowalski

30. Januar 2007

[email protected]

Page 2: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Overview

1 The NLS in nonlinear optics

2 Existence and computation of the Townes soliton

3 Finite time blowup in the critical and supercritical case

4 Pseudospectral algorithm for the 2d solution

5 Examples

Page 3: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Contents

1 The NLS in nonlinear optics

2 Existence and computation of the Townes soliton

3 Finite time blowup in the critical and supercritical case

4 Pseudospectral algorithm for the 2d solution

5 Examples

Page 4: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

NLS with an attracting nonlinearity

The NLS models pulse propagation in an optical fiber at thelowest order of nonlinearity.

i∂tΨ + ∆Ψ + |Ψ|2σΨ = 0

Ψ(x, 0) = φ(x)

Under special conditions, the pulse can self focus, whichcorresponds to a blowup of the solution.

critical case: σd = 2

supercritical case: σd > 2

( d : dimension of the problem)

Page 5: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Contents

1 The NLS in nonlinear optics

2 Existence and computation of the Townes soliton

3 Finite time blowup in the critical and supercritical case

4 Pseudospectral algorithm for the 2d solution

5 Examples

Page 6: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Bound states and Ground states

A special class of solutions is derived by making the Ansatz:

Ψ(x, t) = e iλ2tΦ(x)

They are referred to as: Standing waves, solitary waves, waveguides or bound states. Φ satisfies

∆Φ + λ2Φ + |Φ|2σΦ = 0

Solutions:

d = 1: unique solution

d > 1: existence of a unique radially symmetric andpositive solution (ground state)

The Towns profile is the ground state standing wave withd = 2 and σ = 1

Page 7: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Existence of the Townes profile 1

Task: Find solutions g ∈ H1(Rd) of

∆g − λ2g + g2σ+1 = 0 (1)

Necessary conditions for the existence are the following(Pohozaev) identities:∫

|∇g |2 dx =σd

2(σ + 1)

∫|g |2σ+2 dx

λ2

d

∫|g |2 dx = (

1

d− σ

2(σ + 1))

∫|g |2σ+2 dx

⇒ No solutions ( ∈ H1(Rd) ), if σ > 2d−2

Page 8: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Existence of the Townes profile 2

Theorem

Suppose d ≥ 2 and σ < 2d−2 . ( no extra condition on σ, if

d = 2 ). Then (1) has a positive, spherically symmetric solutiong ∈ C 2(Rd). In addition, g and its derivatives up to secondorder have an exponential decay at infinity. This solutionminimizes the Action, among all H1(Rd)- solutions of (1).

Theorem

For 0 < σ < 2d−2 the positive solution is unique.

Page 9: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Existence of the Townes profile 3

Idea of the proof:

The Action is defined by S(u) := 12 ( H(u) + λ2N(u) )

H(u) :=

∫(|∇u|2 − 1

σ + 1|u|2σ+2) dx N(u) :=

∫|u|2 dx

S is a C 1-functional on H1(Rd)

For solutions g of (1) S(g) > 0

Find g := min{S(u) : u ∈ H1(Rd), u is solution of (1) }Show that g is positive

Apply some theorem to get: g is spherically symmetric

Page 10: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile 1

We know that the solution of interest is radial symmetric, thusequation (1) transforms to

∂2

∂r2g +

1

r2

∂2

∂θ2g︸ ︷︷ ︸

=0

+1

r

∂rg + λ2g + g2σ+1 =

∂2

∂r2g +

1

r

∂rg + λ2g + g2σ+1 = 0

This second order ODE has to be solved with respect to thefollowing boundary conditions:

∂∂r g |r=0 = 0

limr→∞ g(r) = 0

Page 11: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.9

Page 12: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.8

Page 13: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.7

Page 14: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.6

Page 15: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.5

Page 16: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.4

Page 17: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.3

Page 18: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.2

Page 19: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.1

Page 20: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.19

Page 21: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.18

Page 22: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.17

Page 23: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Computation of the Towns Profile with shooting

0 1 2 3 4 5 6 7 8−2

−1

0

1

2

3

4

r

g(r)

Towns soliton, current initial condition:2.133

Page 24: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Towns Profile

−5

0

5

−5

0

50

0.5

1

1.5

2

2.5

Page 25: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Contents

1 The NLS in nonlinear optics

2 Existence and computation of the Townes soliton

3 Finite time blowup in the critical and supercritical case

4 Pseudospectral algorithm for the 2d solution

5 Examples

Page 26: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Finite Time Blowup

Theorem

Suppose that σd ≥ 2. Consider an initial condition φ ∈ H1

with V (0) < ∞, that satisfies one of the conditions below:

H(φ) < 0

H(φ) = 0 and V ′(0) < 0

H(φ) > 0 and V ′(0) ≤ −4√

H(φ)|xφ|L2

Then, there exists a time t∗ < ∞ such that

limt→t∗

|∇Ψ|L2 = ∞ and limt→t∗

|Ψ|L∞ = ∞

Page 27: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Useful stuff

Variance

V (t) :=

∫|x|2|Ψ|2 dx

Variance Identity

1

8

d2

dt2V (t) = H − dσ − 2

2σ + 2

∫|Ψ|2σ+2 dx

Some L2−estimation∫|f |2 dx =

1

d

∫(∇ · x)|f |2 dx =

= − 1

d

∫x · ∇|f |2 dx = − 1

d

∫x · 2|f |∇|f | dx

⇒ |f |2L2 ≤ 2

d|∇f |l2 |xf |L2

Page 28: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Proof 1

Suppose dσ = 2, then there holds

d2

dt2V (t) = 8H(φ) (2)

thus by integrating in time

V (t) = 4H(φ)t2 + V ′(0)t + V (0)

Assume there exists a t0, for which limt→t0 V (t) = 0. Due toconservation of |f |2L2 , there holds

|Ψ|2L2︸ ︷︷ ︸const

≤ 2

d|∇Ψ|L2 |xΨ|L2︸ ︷︷ ︸

= V (t) → 0

⇒ limt→t0

|∇Ψ|L2 = ∞

Page 29: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Proof 2

V (0) > 0, thus the parabola has a root on the positive timeaxis in any of the three following cases:

The parabola has a global maximum: H(φ) < 0

Line with negative inclination: H(φ) = 0 and V ′(0) < 0

Angular point on the pos. time axis, with a neg. value

V (t) = 4H(t + V ′

8H )2 +V − V ′ 2

16H ⇒ SP = (− V ′

8H ,V − V ′ 2

16H )

⇒ V ′ ≤ 0 and V ′ 2 ≥ 16VH

The three cases correspond to the three conditions in thetheorem. Remark: For dσ > 2, there is a ≤ in equation (2).Other than that the proof is the same.

Page 30: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Contents

1 The NLS in nonlinear optics

2 Existence and computation of the Townes soliton

3 Finite time blowup in the critical and supercritical case

4 Pseudospectral algorithm for the 2d solution

5 Examples

Page 31: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Pseudospectral method to solve the NLS

The NLS is given by

iΨt = (−∆︸︷︷︸=: L

+ |Ψ|2σ︸ ︷︷ ︸=: NL

Thus the formal solution to the initial value problemΨ(x, 0) = φ(x) is given by

Ψ(x, t) = e−i(L+NL)δt φ(x),

where δt := t − t0. This exponential can be approximated tothe second order:

e−i(L+NL)δt = e−iNL δt2 e−iL δt

2 e−iNL δt2 + O(δt2)

Page 32: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Skatch of the algorithm

1 Solve half the NL step in the x space

2 Fouriertransform into k-space

3 Solve all of the L-step in the k-space

4 Inversfouriertransform back to the x space

5 Solve the other half of NL in the x space

Solution for the nonlinear operator:

Ψ(x, t0 + δt) = Ψ(x, t0)e−i |Ψ(x,t0)|2 δt

Solution for the linear operator:

Ψ(k, t0) = F [Ψ(x, t0)]

Ψ(k, t0 + δt) = Ψ(k, t0)e−i (k2

x +k2y ) δt

Ψ(x, t0 + δt) = F−1[Ψ(k, t0 + δt)]

Page 33: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Contents

1 The NLS in nonlinear optics

2 Existence and computation of the Townes soliton

3 Finite time blowup in the critical and supercritical case

4 Pseudospectral algorithm for the 2d solution

5 Examples

Page 34: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Some examples

Instability of the Towns profile

Instability of a Gaussian profile

Nonsymmetric initial conditions

Page 35: Collapse phenomenon in the NLS and Townes solitontdohnal/SOLIT... · Collapse and Towns Soliton Julia Kowalski NLS Townes soliton Blowup Algorithm Examples Overview 1 The NLS in nonlinear

Collapse andTowns Soliton

Julia Kowalski

NLS

Townes soliton

Blowup

Algorithm

Examples

Literature

K.D. Moll and A.L. Gaeta.Self-similar wave collapse: Observation of the towns profile.

Phys. Rev. Letters, 90:203902, 2003.

C. Sulem and P. Sulem.The nonlinear Schroedinger equation: Self-Focusing andwave collapse.Springer-Verlag, Berlin-Heidelberg-New York, 1999.

J.A.C. Weideman and B.M. Herbst.Split-step methods for the solution of the nonlinearschroedinger equation.Siam Journal Numerical Analysis, 23-3:485–507, 1986.