4 papers
Velocity Reconstruction from Flow-Induced Magnetic Fields
Yacine Mokhtari, Christina Frederick, Yunan Yang +1
We study the inverse problem of reconstructing an incompressible velocity field from observations of the induced magnetic field . In the presence o…
A Heuristic Alternating Direction Method of Multipliers Framework for Distributed and Centralized Tree-Constrained Optimization: Applications to Hop-Constrained Spanning Tree Multicommodity Flow Design
Yacine Mokhtari
This paper presents centralized and distributed Alternating Direction Method of Multipliers (ADMM) frameworks for solving large-scale nonconvex optimization problems with binary de…
Distributed ADMM Approach for the Power Distribution Network Reconfiguration
Yacine Mokhtari, Patrick Coirault, Emmanuel Moulay +2
The electrical network reconfiguration problem aims to minimize losses in a distribution system by adjusting switches while ensuring radial topology. The growing use of renewable e…
An ADMM-Based Approach to Quadratically-Regularized Distributed Optimal Transport on Graphs
Yacine Mokhtari, Emmanuel Moulay, Patrick Coirault +1
Optimal transport on a graph focuses on finding the most efficient way to transfer resources from one distribution to another while considering the graph's structure. This paper in…