Chady Ghnatios

33 papers Journal 24Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	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. Sebastian Rodriguez, Angelo Pasquale, Jad Mounayer, Diego Canales, Marianne Beringhier, Chady Ghnatios, Amine Ammar, Francisco Chinesta
2025	J	`jnl`	Application of Reduced-Order Models for Temporal Multiscale Representations in the Prediction of Dynamical Systems. CoRR Elias Al Ghazal, Jad Mounayer, Beatriz Moya, Sebastian Rodriguez, Chady Ghnatios, Francisco Chinesta
2025	J	`jnl`	Graph neural network structural limitation for thermal simulation and architecture optimization through rating system. Adv. Model. Simul. Eng. Sci. Pierre Hembert, Chady Ghnatios, Julien Cotton, Francisco Chinesta
2025	J	`jnl`	Machine Learning (ML) based Reduced Order Modeling (ROM) for linear and non-linear solid and structural mechanics. CoRR Mikhael Tannous, Chady Ghnatios, Eivind Fonn, Trond Kvamsdal, Francisco Chinesta
2025	J	`jnl`	Machine learning (ML) based reduced order modelling (ROM) for linear and non-linear solid and structural mechanics. Adv. Model. Simul. Eng. Sci. Mikhael Tannous, Chady Ghnatios, Eivind Fonn, Trond Kvamsdal, Francisco Chinesta
2025	J	`jnl`	Physics-informed data-driven closure relation for dilute short fiber suspensions. Adv. Model. Simul. Eng. Sci. Bruno Ramoa, Chady Ghnatios, João Miguel Nóbrega, Francisco Chinesta
2025	J	`jnl`	RRAEDy: Adaptive Latent Linearization of Nonlinear Dynamical Systems. CoRR Jad Mounayer, Sebastian Rodriguez, Jerome Tomezyk, Chady Ghnatios, Francisco Chinesta
2025	J	`jnl`	Variational Rank Reduction Autoencoder. CoRR Jad Mounayer, Alicia Tierz, Jerome Tomezyk, Chady Ghnatios, Francisco Chinesta
2024	J	`jnl`	A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings. Adv. Model. Simul. Eng. Sci. Chady Ghnatios, Sebastian Rodriguez, Jerome Tomezyk, Yves Dupuis, Joel Mouterde, Joaquim Da Silva, Francisco Chinesta
2024	J	`jnl`	A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on Partition of Unity method. CoRR Sebastian Rodriguez, Angelo Pasquale, Jad Mounayer, Diego Canales, Marianne Beringhier, Chady Ghnatios, Amine Ammar, Francisco Chinesta
2024	J	`jnl`	Assessing Sensor Integrity for Nuclear Waste Monitoring Using Graph Neural Networks. Sensors Pierre Hembert, Chady Ghnatios, Julien Cotton, Francisco Chinesta
2024	J	`jnl`	Correction: Ghnatios et al. A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Computation 2022, 10, 176. Comput. Chady Ghnatios, Victor Champaney, Angelo Pasquale, Francisco Chinesta
2024	J	`jnl`	Optimal trajectory planning combining model-based and data-driven hybrid approaches. Adv. Model. Simul. Eng. Sci. Chady Ghnatios, Daniele Di Lorenzo, Victor Champaney, Amine Ammar, Elías Cueto, Francisco Chinesta
2024	J	`jnl`	Rank Reduction Autoencoders - Enhancing interpolation on nonlinear manifolds. CoRR Jad Mounayer, Sebastian Rodriguez, Chady Ghnatios, Charbel Farhat, Francisco Chinesta
2023	J	`jnl`	Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating. J. Comput. Inf. Sci. Eng. Marie-Jo Azzi, Chady Ghnatios, Philip Avery, Charbel Farhat
2023	—	`conf`	First Steps in Probabilistic Hybrid Twin Extrapolation Based on Nonparametric Probabilistic Method and Machine Learning Algorithms. ACTEA Chady Ghnatios
2022	J	`jnl`	A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Comput. Chady Ghnatios, Victor Champaney, Angelo Pasquale, Francisco Chinesta
2022	—	`book`	Advanced modeling and simulation using model reduction techniques and digital twins. (Modélisation et simulation avancée en utilisant les techniques de réduction de modèles et de jumeaux digitaux). Chady Ghnatios
2022	J	`jnl`	Functional Parametric Elasto-Dynamics for Efficient Multicomponent Design. Comput. Jiajun Wu, Chady Ghnatios, Philippe Mordillat, Yves Tourbier, Francisco Chinesta
2022	J	`jnl`	On the High-Resolution Discretization of the Maxwell Equations in a Composite Tape and the Heating Effects Induced by the Dielectric Losses. Comput. Chady Ghnatios, Anais Barasinski, Francisco Chinesta
2021	J	`jnl`	A nonparametric probabilistic method to enhance PGD solutions with data-driven approach, application to the automated tape placement process. Adv. Model. Simul. Eng. Sci. Chady Ghnatios, Anais Barasinski
2019	—	`conf`	Asthma Device Calibrator (ADC). EMBC Bedouin Sassiya, Pamela Chaaya, Chady Ghnatios, Abdallah Kassem
2019	—	`conf`	Automated Calibration Machine for Spirometers. ACTEA Pamela Chaaya, Bedouin Sassiya, Chady Ghnatios, Abdallah Kassem
2019	J	`jnl`	Data-Driven GENERIC Modeling of Poroviscoelastic Materials. Entropy Chady Ghnatios, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
2019	—	`conf`	Estimation of power-law rheological parameters for non-Newtonian fluids using the vane test. ACTEA Chady Ghnatios, Gérard-Philippe Zéhil
2019	—	`conf`	Modeling Elastic Shock In Isotropic Solids: Solving The Uniaxial Shock Problem. ACTEA Hadi al Boustany, Chady Ghnatios
2019	J	`jnl`	On the Proper Generalized Decomposition applied to microwave processes involving multilayered components. Math. Comput. Simul. H. Tertrais, Rubén Ibáñez, Anais Barasinski, Chady Ghnatios, Francisco Chinesta
2019	J	`jnl`	Optimized tabu search estimation of wear characteristics and cutting forces in compact core drilling of basalt rock using PCD tool inserts. Comput. Ind. Eng. Ré-Mi Hage, Ilige S. Hage, Chady Ghnatios, I. S. Jawahir, Ramsey F. Hamade
2017	J	`jnl`	A Simulation App based on reduced order modeling for manufacturing optimization of composite outlet guide vanes. Adv. Model. Simul. Eng. Sci. José Vicente Aguado, Domenico Borzacchiello, Chady Ghnatios, François Lebel, Ram Upadhyay, Christophe Binetruy, Francisco Chinesta
2017	—	`conf`	A reduced order model based manifold technique for automated defect judging, Application to structural holes. ICM Chady Ghnatios, Alexios Rustom, Ghazi Asmar, Elie Chakar
2016	J	`jnl`	On the use of model order reduction for simulating automated fibre placement processes. Adv. Model. Simul. Eng. Sci. Nicolas Bur, Pierre Joyot, Chady Ghnatios, Pierre Villon, Elías Cueto, Francisco Chinesta
2016	—	`conf`	Optimization of composite forming processes using nonlinear thermal models and the proper generalized decomposition. ACTEA Chady Ghnatios
2016	—	`conf`	Poroelastic properties identification through micro indentation modeled by using the proper generalized decomposition. ACTEA Chady Ghnatios, Christian Mathis, Francisco Chinesta