Nonsmooth Exact Penalty Methods for Equality-Constrained Optimization: Complexity and Implementation. - Youssef Diouane; Maxence Gollier; Dominique Orban (SIAM J. Optim., 2026)

RegularizedOptimization.jl: A Julia framework for regularized and nonsmooth optimization. - Maxence Gollier; Mohamed Laghdaf Habiboullah; Geoffroy Leconte; Robert J. Baraldi; Alberto De Marchi; Dominique Orban; Youssef Diouane (J. Open Source Softw., 2026)