most citedError Analysis of Kernel/GP Methods for Nonlinear and Parametric PDEs

2 citations · 2 across the 4 of their papers we have counts for

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math.OC2024

Data-Driven Approximation of Stationary Nonlinear Filters with Optimal Transport Maps

Mohammad Al-Jarrah, Bamdad Hosseini, Amirhossein Taghvaei

The nonlinear filtering problem is concerned with finding the conditional probability distribution (posterior) of the state of a stochastic dynamical system, given a history of par…

math.OC2023

Optimal Transport Particle Filters

Mohammad Al-Jarrah, Bamdad Hosseini, Amirhossein Taghvaei

This paper is concerned with the theoretical and computational development of a new class of nonlinear filtering algorithms called the optimal transport particle filters (OTPF). Th…