Jad Mounayer

According to our database, Jad Mounayer authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Data-driven discovery of roughness descriptors for surface characterization and intimate contact modeling of unidirectional composite tapes.

Sebastian Rodriguez, Mikhael Tannous, Jad Mounayer, Camilo Cruz, Anais Barasinski, Francisco Chinesta

CoRR, March, 2026

Rank Reduction AutoEncoders for Mechanical Design: Advancing Novel and Efficient Data-Driven Topology Optimization.

Ismael Ben-Yelun, Mohammed El Fallaki Idrissi, Jad Mounayer, Sebastian Rodriguez, Francisco Chinesta

CoRR, January, 2026

2025

Generative Parametric Design (GPD): A framework for real-time geometry generation and on-the-fly multiparametric approximation.

Mohammed El Fallaki Idrissi, Jad Mounayer, Sebastian Rodriguez, Fodil Meraghni, Francisco Chinesta

CoRR, December, 2025

RRAEDy: Adaptive Latent Linearization of Nonlinear Dynamical Systems.

Jad Mounayer, Sebastian Rodriguez, Jerome Tomezyk, Chady Ghnatios, Francisco Chinesta

CoRR, December, 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., December, 2025

Application of Reduced-Order Models for Temporal Multiscale Representations in the Prediction of Dynamical Systems.

Elias Al Ghazal, Jad Mounayer, Beatriz Moya, Sebastian Rodriguez, Chady Ghnatios, Francisco Chinesta

CoRR, October, 2025

Variational Rank Reduction Autoencoders for Generative Thermal Design.

Alicia Tierz, Jad Mounayer, Beatriz Moya, Francisco Chinesta

CoRR, September, 2025

Variational Rank Reduction Autoencoder.

Jad Mounayer, Alicia Tierz, Jerome Tomezyk, Chady Ghnatios, Francisco Chinesta

CoRR, May, 2025

2024

Rank Reduction Autoencoders - Enhancing interpolation on nonlinear manifolds.

Jad Mounayer, Sebastian Rodriguez, Chady Ghnatios, Charbel Farhat, Francisco Chinesta

CoRR, 2024