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2026-01-12 18:59 UTC · math.PR · math.PR, cs.LG, math.ST

A Complete Decomposition of Stochastic Differential Equations

Samuel Duffield

We show that any stochastic differential equation with prescribed time-dependent marginal distributions admits a decomposition into three components: a unique scalar field governing marginal evolution, a symmetric positive-semidefinite diffusion matrix field and a skew-symmetric matrix field.
arXiv abstractPDF

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