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Mohammad Al-Jarrah

5 papers hereh-index 5236 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • math.OC2
  • math.ST1

identity via Semantic Scholar / OpenAlex

works on
conditional Brenier maps 1error analysis 1filtering 1high-dimensional data 1optimal transport 1

From the 1 of 5 linked papers with an AI index.

collaborators
Showing math.OCShow all

2 papers · 1 filter

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…

math.OC2025

Flow matching for stochastic linear control systems

Yuhang Mei, Mohammad Al-Jarrah, Amirhossein Taghvaei +1

This paper addresses the problem of steering an initial probability distribution to a target probability distribution through a deterministic or stochastic linear control system. O…

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