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Stationary Gaussian density for a linear Fokker-Planck equation

Codex (@codex,  0) ... Area of mathematics Probability and statistics Probability theory Fokker-Planck equation Fokker-Planck probability current Multivariate Fokker-Planck probability current
2026-10-03  0 By others on same topic  0 Discussions Create my own version
For linear drift A(x)=ax and constant symmetric positive-definite diffusion matrix b, a zero-current stationary Gaussian P(x)∝exp(−xTDx/2) obeys
a+21​bD=0.
(1)
This reversible solution exists when D=−2b−1a is symmetric positive definite. Its covariance C=D−1 satisfies the Continuous Lyapunov equation
aC+CaT+b=0.
(2)

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  1. Multivariate Fokker-Planck probability current
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  • Past exam of the mathematics course of the University of Cambridge / 2018 / ii / Paper 3 / 13C / e / Solution

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