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20142026
most citedBayesian estimation of airborne fugitive emissions using a Gaussian plume model

37 citations · 151 across the 27 of their papers we have counts for

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2 papers · 1 filter

math.ST2025

Error Analysis of Triangular Optimal Transport Maps for Filtering

Mohammad Al-Jarrah, Bamdad Hosseini, Niyizhen Jin +2

We present a systematic analysis of estimation errors for a class of optimal transport based algorithms for filtering and data assimilation. Along the way, we extend previous error…

math.OC2025

Fast filtering of non-Gaussian models using Amortized Optimal Transport Maps

Mohammad Al-Jarrah, Bamdad Hosseini, Amirhossein Taghvaei

In this paper, we present the amortized optimal transport filter (A-OTF) designed to mitigate the computational burden associated with the real-time training of optimal transport f…