The Stochastic Occupation Kernel (SOCK) Method for Learning Stochastic Differential Equations

Michael L. Wells, Kamel Lahouel, Bruno Jedynak

We present a novel kernel-based method for learning multivariate stochastic differential equations (SDEs). The method follows a two-step procedure: we first estimate the drift term…