Chady Ghnatios

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Top Venues

Adv. Model. Simul. Eng. Sci.

Publications

Chady Ghnatios, Sebastian Rodriguez, Jerome Tomezyk, Yves Dupuis, Joel Mouterde, Joaquim Da Silva, Francisco Chinesta
A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings. Adv. Model. Simul. Eng. Sci. 11 (1) (2024)
Pierre Hembert, Chady Ghnatios, Julien Cotton, Francisco Chinesta
Assessing Sensor Integrity for Nuclear Waste Monitoring Using Graph Neural Networks. Sensors 24 (5) (2024)
Jad Mounayer, Sebastian Rodriguez, Chady Ghnatios, Charbel Farhat, Francisco Chinesta
Rank Reduction Autoencoders - Enhancing interpolation on nonlinear manifolds. CoRR (2024)
Chady Ghnatios, Daniele Di Lorenzo, Victor Champaney, Amine Ammar, Elías Cueto, Francisco Chinesta
Optimal trajectory planning combining model-based and data-driven hybrid approaches. Adv. Model. Simul. Eng. Sci. 11 (1) (2024)
Chady Ghnatios, Victor Champaney, Angelo Pasquale, Francisco Chinesta
Correction: Ghnatios et al. A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Computation 2022, 10, 176. Comput. 12 (3) (2024)
Chady Ghnatios
First Steps in Probabilistic Hybrid Twin Extrapolation Based on Nonparametric Probabilistic Method and Machine Learning Algorithms. ACTEA (2023)
Marie-Jo Azzi, Chady Ghnatios, Philip Avery, Charbel Farhat
Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating. J. Comput. Inf. Sci. Eng. 23 (1) (2023)
Jiajun Wu, Chady Ghnatios, Philippe Mordillat, Yves Tourbier, Francisco Chinesta
Functional Parametric Elasto-Dynamics for Efficient Multicomponent Design. Comput. 10 (12) (2022)
Chady Ghnatios, Anais Barasinski, Francisco Chinesta
On the High-Resolution Discretization of the Maxwell Equations in a Composite Tape and the Heating Effects Induced by the Dielectric Losses. Comput. 10 (2) (2022)
Chady Ghnatios, Victor Champaney, Angelo Pasquale, Francisco Chinesta
A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Comput. 10 (10) (2022)
Chady Ghnatios, Anais Barasinski
A nonparametric probabilistic method to enhance PGD solutions with data-driven approach, application to the automated tape placement process. Adv. Model. Simul. Eng. Sci. 8 (1) (2021)
Chady Ghnatios, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
Data-Driven GENERIC Modeling of Poroviscoelastic Materials. Entropy 21 (12) (2019)
Bedouin Sassiya, Pamela Chaaya, Chady Ghnatios, Abdallah Kassem
Asthma Device Calibrator (ADC). EMBC (2019)
Pamela Chaaya, Bedouin Sassiya, Chady Ghnatios, Abdallah Kassem
Automated Calibration Machine for Spirometers. ACTEA (2019)
Hadi al Boustany, Chady Ghnatios
Modeling Elastic Shock In Isotropic Solids: Solving The Uniaxial Shock Problem. ACTEA (2019)
Chady Ghnatios, Gérard-Philippe Zéhil
Estimation of power-law rheological parameters for non-Newtonian fluids using the vane test. ACTEA (2019)
H. Tertrais, Rubén Ibáñez, Anais Barasinski, Chady Ghnatios, Francisco Chinesta
On the Proper Generalized Decomposition applied to microwave processes involving multilayered components. Math. Comput. Simul. 156 (2019)
Ré-Mi Hage, Ilige S. Hage, Chady Ghnatios, I. S. Jawahir, Ramsey F. Hamade
Optimized tabu search estimation of wear characteristics and cutting forces in compact core drilling of basalt rock using PCD tool inserts. Comput. Ind. Eng. 136 (2019)
José Vicente Aguado, Domenico Borzacchiello, Chady Ghnatios, François Lebel, Ram Upadhyay, Christophe Binetruy, Francisco Chinesta
A Simulation App based on reduced order modeling for manufacturing optimization of composite outlet guide vanes. Adv. Model. Simul. Eng. Sci. 4 (1) (2017)
Chady Ghnatios, Alexios Rustom, Ghazi Asmar, Elie Chakar
A reduced order model based manifold technique for automated defect judging, Application to structural holes. ICM (2017)
Nicolas Bur, Pierre Joyot, Chady Ghnatios, Pierre Villon, Elías Cueto, Francisco Chinesta
On the use of model order reduction for simulating automated fibre placement processes. Adv. Model. Simul. Eng. Sci. 3 (1) (2016)
Chady Ghnatios, Christian Mathis, Francisco Chinesta
Poroelastic properties identification through micro indentation modeled by using the proper generalized decomposition. ACTEA (2016)
Chady Ghnatios
Optimization of composite forming processes using nonlinear thermal models and the proper generalized decomposition. ACTEA (2016)