Abstract
In this expository paper we give an overview of the statistical properties of Hamilton-Jacobi Equations and Scalar Conservation Laws. The first part (Sects. 2–4) is devoted to the recent proof of Menon-Srinivasan Conjecture. This conjecture provides a Smoluchowski-type kinetic equation for the evolution of a Markovian solution of a scalar conservation law with convex flux. In the second part of the paper (Sects. 5 and 6) we discuss the question of homogenization for Hamilton-Jacobi PDEs and Hamiltonian ODEs with deterministic and stochastic Hamiltonian functions.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Abramson, J., Evans, S.N.: Lipschitz minorants of Brownian motion and Lévy processes. Probab. Theory Relat. Fields 158, 809–857 (2014)
Aldous, D.J.: Deterministic and stochastic models for coalescence (aggregation and coagulation): a review of the mean-field theory for probabilist. Bernoulli 5, 3–48 (1999)
Aurell, E., Frisch, U., She, Z.-S.: The inviscid Burgers equation with initial data of Brownian type. Commun. Math. Phys. 148, 623–641 (1992)
Bertoin, J.: The Inviscid Burgers Equation with Brownian initial velocity. Commun. Math. Phys. 193, 397–406 (1998)
Burgers, J.M.: A Mathematics model illustrating the theory of turbulence. In: Von Mises, R., Von Karman, T. (eds.) Advances in Applied Mechanics, vol. 1, pp. 171–199. Elsevier Science (1948)
Carraro, L., Duchon, J.: Solutions statistiques intrinsèques de l’équation de Burgers et processus de Lévy. Comptes Rendus de l’Académie des Sciences. Série I. Mathématique 319, 855–858 (1994)
Carraro, L., Duchon, J.: Équation de Burgers avec conditions initiales à accroissements indépendants et homogènes. Annales de l’Institut Henri Poincaré (C) Non Linear Analysis 15, 431–458 (1998)
Chabanol, M.-L., Duchon, J.: Markovian solutions of inviscid Burgers equation. J. Stat. Phys. 114, 525–534 (2004)
Chaperon, M.: Une idée du type géodésiques brisées pour les systèmes hamiltoniens. C. R. Acad. Sci. Paris Sér. I Math. 298, 293–296 (1984)
Chaperon, M.: Familles Génératrices. Cours donné à l’école d’été Erasmus de Samos (1990)
Chaperon, M.: Lois de conservation et géométrie symplectique. C. R. Acad. Sci. Paris Sér. I Math. 312, 345–348 (1991)
Evans, L.C.: Partial Differential Equations. Graduate Studies in Mathematics. American Mathematical Society, USA (2010)
Frachebourg, L., Martin, Ph.A.: Exact statistical properties of the Burgers equation. J. Fluid Mech. 417, 323–349 (1992)
Getoor, R.K.: Splitting times and shift functionals. Z. Wahrscheinlichkeitstheorie verw. Gebiete 47, 69–81 (1979)
Groeneboom, P.: Brownian motion with a parabolic drift and airy functions. Probab. Theory Relat. Fields 81, 79–109 (1989)
Kaspar, D., Rezakhanlou, F.: Scalar conservation laws with monotone pure-jump Markov initial conditions. Probab. Theory Related Fields 165, 867–899 (2016)
Kaspar, D., Rezakhanlou, F.: Kinetic statistics of scalar conservation laws with piecewise-deterministic Markov process data (preprint)
Lions, P.L., Papanicolaou, G., Varadhan, S.R.S.: Homogenization of Hamilton-Jacobi equations (unpublished)
Menon, G., Pego, R.L.: Universality classes in Burgers turbulence. Commun. Math. Phys. 273, 177–202 (2007)
Menon, G., Srinivasan, R.: Kinetic theory and Lax equations for shock clustering and Burgers turbulence. J. Statist. Phys. 140, 1–29 (2010)
Rezakhanlou, F.: Lectures on Symplectic Geometry. https://math.berkeley.edu/rezakhan/symplectic.pdf
Rezakhanlou, F.: Hamiltonian ODE, Homogenization, and Symplectic Topology. https://math.berkeley.edu/rezakhan/WKAM.pdf
Rezakhanlou, F., Tarver, J.E.: Homogenization for stochastic Hamilton-Jacobi equations. Arch. Ration. Mech. Anal. 151, 277–309 (2000)
Souganidis, P.E.: Stochastic homogenization of Hamilton-Jacobi equations and some applications. Asymptot. Anal. 20(1), 1–11 (1999)
Sikorav, J.-C.: Sur les immersions lagrangiennes dans un fibré cotangent admettant une phase génératrice globale. C. R. Acad. Sci. Paris Sér. I Math. 302, 119–122 (1986)
Sinai, Y.G.: Statistics of shocks in solutions of inviscid Burgers equation. Commun. Math. Phys. 148, 601–621 (1992)
Viterbo, C.: Solutions of Hamilton-Jacobi equations and symplectic geometry. Addendum to: Séminaire sur les Equations aux Dérivées Partielles. 1994–1995 [école Polytech., Palaiseau, 1995]
Viterbo, C.: Symplectic Homogenization (2014). arXiv:0801.0206v3
Acknowledgments
These notes are based on the mini course that was given by the author at Institut Henri Poincaré, Centre Emile Borel during the trimester Stochastic Dynamics Out of Equilibrium. The author thanks this institution for hospitality and support. He is also very grateful to the organizers of the program for invitation, and an excellent research environment. Special thanks to two anonymous referees for their careful reading of these notes and their many insightful comments and suggestions.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Rezakhanlou, F. (2019). Stochastic Solutions to Hamilton-Jacobi Equations. In: Giacomin, G., Olla, S., Saada, E., Spohn, H., Stoltz, G. (eds) Stochastic Dynamics Out of Equilibrium. IHPStochDyn 2017. Springer Proceedings in Mathematics & Statistics, vol 282. Springer, Cham. https://doi.org/10.1007/978-3-030-15096-9_5
Download citation
DOI: https://doi.org/10.1007/978-3-030-15096-9_5
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-15095-2
Online ISBN: 978-3-030-15096-9
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)