Recent Developments in Machine Learning for Energy Systems Reliability Management. - Laurine Duchesne; Efthymios Karangelos; Louis Wehenkel (Proc. IEEE, 2020)

Supervised learning of convex piecewise linear approximations of optimization problems. - Laurine Duchesne; Quentin Louveaux; Louis Wehenkel (ESANN, 2021)

An Optimization Algorithm for Customer Topological Paths Identification in Electrical Distribution Networks. - Maurizio Vassallo; Adrien Leerschool; Alireza Bahmanyar; Laurine Duchesne; Simon Gerard; Thomas Wehenkel; Damien Ernst (CoRR, 2024)

A Systematic Procedure for Topological Path Identification with Raw Data Transformation in Electrical Distribution Networks. - Maurizio Vassallo; Alireza Bahmanyar; Laurine Duchesne; Adrien Leerschool; Simon Gerard; Thomas Wehenkel; Damien Ernst (CoRR, 2024)