The finite-difference correction conjecture for stochastic Burgers equation

Let uNu^N be the solution of the finite-difference approximation with an even number NN of modes, and let ν>0\nu>0 and σ\sigma denote the viscosity and noise parameters. Finite-difference correction conjecture. As NN\to\infty, uNu^N converges to the solution of

du=νx2udtuxudt+σ24νdt+σdw(t).du=\nu\,\partial_x^2u\,dt-u\,\partial_xu\,dt+\frac{\sigma^2}{4\nu}\,dt+\sigma\,dw(t).

The predicted constant drift is obtained from the zero mode of the discrete nonlinear term. The source gives this as an expectation based on the Fourier calculation, with no proof or resolution stated.

Sources & referencesView supporting material

Primary source

Martin Hairer and Jochen Voss, “Approximations to the Stochastic Burgers Equation”, arXiv:1005.4438 (2010).

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