Tensor train methods for high-dimensional nonlinear filtering problems with correlated noise

Yuhua Meng, Stephen S. -T. Yau, Zhiwen Zhang

Nonlinear filtering with correlated noise leads to a Duncan-Mortensen-Zakai (DMZ) equation in the form of a stochastic partial differential equation (SPDE). Unlike the independent…