Abstract
In this paper we construct an invariant probability measure concentrated on \(H^2(K)\times H^1(K)\) for a general cubic Klein–Gordon equation (including the case of the wave equation). Here K represents both the 3-dimensional torus or a bounded domain with smooth boundary in \({\mathbb {R}}^3\). That allows to deduce some corollaries on the long time behaviour of the flow of the equation in a probabilistic sense. We also establish qualitative properties of the constructed measure. This work extends the fluctuation–dissipation-limit approach to PDEs having only one (coercive) conservation law.
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Notes
When K represents a bounded domain, we shall need usual boundary conditions that are presented below.
Let us mention the paper by Burq and Tzvetkov [5] introducing new approach to study probabilistic wellposedness which does not use an invariance property. Also, Colliander and Oh [7] have introduced another probabilistic approach to prove wellposedness results on low regularity spaces, this approach does not require invariance.
Excepted cases where the PDE enjoys many high order conservation laws. However, the fluctuation–dissipation method can bypass the high regularity condition on the conservation laws by increasing the order of the damping operator.
References
Bourgain, J., Bulut, A.: Invariant Gibbs measure evolution for the radial nonlinear wave equation on the 3d ball. J. Funct. Anal. 266(4), 2319–2340 (2014)
Bourgain, J.: Periodic nonlinear Schrödinger equation and invariant measures. Commun. Math. Phys. 166(1), 1–26 (1994)
Burq, N., Tzvetkov, N.: Invariant measure for a three dimensional nonlinear wave equation. Int. Math. Res. Not. IMRN (22):Art. ID rnm108, 26 (2007)
Burq, N., Tzvetkov, N.: Random data Cauchy theory for supercritical wave equations. II. A global existence result. Invent. Math. 173(3), 477–496 (2008)
Burq, N., Tzvetkov, N.: Probabilistic well-posedness for the cubic wave equation. JEMS 16(1), 1–30 (2014)
Colliander, J., Keel, M., Staffilani, G., Takaoka, H., Tao, T.: Almost conservation laws and global rough solutions to a nonlinear Schrödinger equation. Math. Res. Lett. 9(5–6), 659–682 (2002)
Colliander, J., Oh, T.: Almost sure well-posedness of the cubic nonlinear Schrödinger equation below \(L^2({\mathbb{T}})\). Duke Math. J. 161(3), 367–414 (2012)
Coudène, Y.: Théorie ergodique et systèmes dynamiques. EDP Sciences, Les Ullis (2013)
de Suzzoni, A.-S.: Invariant measure for the Klein–Gordon equation in a non periodic setting. arXiv preprint arXiv:1403.2274 (2014)
Koopman, B.: Hamiltonian systems and transformation in Hilbert space. Proc. Natl. Acad. Sci. 17(5), 315–318 (1931)
Krengel, U.: Ergodic Theorems, vol. 59. Cambridge University Press, Cambridge (1985)
Karatzas, I., Shreve, S.E.: Brownian Motion and Stochastic Calculus. Graduate Texts in Mathematics. Springer, New York (1991)
Kuksin, S., Shirikyan, A.: Randomly forced CGL equation: stationary measures and the inviscid limit. J. Phys. A Math. Gen. 37, 3805–3822 (2004)
Kuksin, S., Shirikyan, A.: Mathematics of Two-Dimensional Turbulence. Cambridge University Press, Cambridge (2012)
Kuksin, S.: The Eulerian limit for 2D statistical hydrodynamics. J. Stat. Phys. 115(1–2), 469–492 (2004)
Kuksin, S.: On distribution of energy and vorticity for solutions of 2d Navier–Stokes equation with small viscosity. Commun. Math. Phys. 284(2), 407–424 (2008)
Oh, T., Tzvetkov, N.: Quasi-invariant Gaussian measures for the cubic fourth order nonlinear schrödinger equation. Probability Theory and Related Fields, pp. 1–48 (2015)
Shirikyan, A.: Local times for solutions of the complex Ginzburg–Landau equation and the inviscid limit. J. Math. Anal. Appl. 384(1), 130–137 (2011)
Sy, M.: Invariant measure and long time behavior of regular solutions of the Benjamin-Ono equation. arXiv preprint arXiv:1601.05055 (2016)
Tao, T.: Nonlinear Dispersive Equations: Local and Global Analysis, vol. 106. American Mathematical Society, Providence (2006)
Tao, T.: Lectures on ergodic theory. https://terrytao.wordpress.com/category/teaching/254a-ergodic-theory/ (2008). Accessed 28 Nov 2018
Thomann, L.: Invariant Gibbs measures for dispersives PDEs. http://www.iecl.univ-lorraine.fr/~Laurent.Thomann/Gibbs_Thomann_Maiori.pdf (2016). Accessed 28 Nov 2018
Tzvetkov, N.: Quasiinvariant Gaussian measures for one-dimensional Hamiltonian partial differential equations. Forum Math. Sigma 3, e28, 35 (2015)
Xu, S.: Invariant Gibbs measure for 3D NLW in infinite volume. arXiv preprint arXiv:1405.3856 (2014)
Acknowledgements
I thank Armen Shirikyan, Nikolay Tzvetkov and Laurent Thomann for useful discussions and valuable remarks. I thank referees as well for remarks that have improved the text. This research was supported by the program DIM RDMath of FSMP and Région Ile-de-France.
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Global existence and uniqueness for the cubic KG equation in \({\mathscr {H}}^{1,0}(K)\)
Global existence and uniqueness for the cubic KG equation in \({\mathscr {H}}^{1,0}(K)\)
Set the space \(X:=X_T=C([0,T];{\mathscr {H}}^{1,0}(K))\) endowed with the norm \(\Vert .\Vert _X=\sup _{t\in [0,T]}\Vert .\Vert _{1,0}\).
Proposition A.1
For any \(y_0\) in \({\mathscr {H}}^{1,0}(K)\), there is a unique \(y:=[y_1,y_2]\) belonging to \(\cap _{T>0}X_T\) satisfying:
where \(Ay=[y_2,\ \Delta _0y_1]\) and \(y|_{t=0}=y_0\).
Sketch of the proof
The proof of the existence relies on the fixed point argument combined with the preservation of the energy
We give it later. Now let us give the argument of the uniqueness, let x and y be two global in time solutions of (A.1), set \(w=x-y\). Then
We multiply this equation by \({\partial _t}w\) and integrate over K to find
Then for any \(\epsilon >0\) and \(t\in [0,T]\)
Using the fact that \(H^{1}\subset L^6\) and the Gronwall inequality, we see that for any \(T>0\) and the case \(w_0=0\), we have
which finishes the proof of the uniqueness.
In order to prove the existence part, for a given \(y_0\in {\mathscr {H}}^{1,0}\) set the map
It is not difficult to see that
Then for any \(R>0\), there is \(T_R>0\) such that \(\phi _t\) is a contraction on an appropriately chosen ball of \(X_{T_R}\). An iteration argument and the conservation of the energy finish the proof. \(\square \)
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Sy, M. Invariant measure and large time dynamics of the cubic Klein–Gordon equation in 3D. Stoch PDE: Anal Comp 7, 379–416 (2019). https://doi.org/10.1007/s40072-018-0130-0
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DOI: https://doi.org/10.1007/s40072-018-0130-0