Rank Reduction Autoencoders - Enhancing interpolation on nonlinear manifolds. - Jad Mounayer; Sebastian Rodriguez; Chady Ghnatios; Charbel Farhat; Francisco Chinesta (CoRR, 2024)

Variational Rank Reduction Autoencoder. - Jad Mounayer; Alicia Tierz; Jerome Tomezyk; Chady Ghnatios; Francisco Chinesta (CoRR, 2025)

A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on partition of Unity method. - Sebastian Rodriguez; Angelo Pasquale; Jad Mounayer; Diego Canales; Marianne Beringhier; Chady Ghnatios; Amine Ammar; Francisco Chinesta (Adv. Model. Simul. Eng. Sci., 2025)