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ORCIDJad Mounayer
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2020 – today
- 2026
[i9]Ismael Ben-Yelun, Mohammed El Fallaki Idrissi, Jad Mounayer, Sebastian Rodriguez, Francisco Chinesta:
Rank Reduction AutoEncoders for Mechanical Design: Advancing Novel and Efficient Data-Driven Topology Optimization. CoRR abs/2601.23269 (2026)- [i8]Sebastian Rodriguez, Mikhael Tannous, Jad Mounayer, Camilo Cruz, Anais Barasinski, Francisco Chinesta:
Data-driven discovery of roughness descriptors for surface characterization and intimate contact modeling of unidirectional composite tapes. CoRR abs/2603.20418 (2026) - 2025
- [j1]Sebastian Rodriguez
, Angelo Pasquale, Jad Mounayer, Diego Canales, Marianne Beringhier, Chady Ghnatios, Amine Ammar, Francisco Chinesta:
A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on partition of Unity method. Adv. Model. Simul. Eng. Sci. 12(1): 11 (2025) - [i7]Jad Mounayer, Alicia Tierz, Jerome Tomezyk, Chady Ghnatios, Francisco Chinesta:
Variational Rank Reduction Autoencoder. CoRR abs/2505.09458 (2025) - [i6]Alicia Tierz, Jad Mounayer, Beatriz Moya, Francisco Chinesta:
Variational Rank Reduction Autoencoders for Generative Thermal Design. CoRR abs/2509.08515 (2025) - [i5]Elias Al Ghazal, Jad Mounayer, Beatriz Moya, Sebastian Rodriguez, Chady Ghnatios, Francisco Chinesta:
Application of Reduced-Order Models for Temporal Multiscale Representations in the Prediction of Dynamical Systems. CoRR abs/2510.18925 (2025) - [i4]Jad Mounayer, Sebastian Rodriguez, Jerome Tomezyk, Chady Ghnatios, Francisco Chinesta:
RRAEDy: Adaptive Latent Linearization of Nonlinear Dynamical Systems. CoRR abs/2512.07542 (2025) - [i3]Mohammed El Fallaki Idrissi, Jad Mounayer, Sebastian Rodriguez, Fodil Meraghni, Francisco Chinesta:
Generative Parametric Design (GPD): A framework for real-time geometry generation and on-the-fly multiparametric approximation. CoRR abs/2512.11748 (2025) - 2024
- [i2]Jad Mounayer, Sebastian Rodriguez, Chady Ghnatios, Charbel Farhat, Francisco Chinesta:
Rank Reduction Autoencoders - Enhancing interpolation on nonlinear manifolds. CoRR abs/2405.13980 (2024) - [i1]Sebastian Rodriguez, Angelo Pasquale, Jad Mounayer, Diego Canales, Marianne Beringhier, Chady Ghnatios, Amine Ammar, Francisco Chinesta:
A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on Partition of Unity method. CoRR abs/2408.05143 (2024)
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