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ORCIDChady Ghnatios
Person information
- affiliation: Notre Dame University, Zouk Mosbeh, Lebanon
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Books and Theses
- 2022
[b1]Chady Ghnatios:
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). Conservatoire nationale des arts et métiers, France, 2022
Journal Articles
- 2024
- [j13]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): 3 (2024) - [j12]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): 10 (2024) - [j11]Pierre Hembert, Chady Ghnatios, Julien Cotton, Francisco Chinesta:
Assessing Sensor Integrity for Nuclear Waste Monitoring Using Graph Neural Networks. Sensors 24(5): 1580 (2024) - 2023
- [j10]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) - 2022
- [j9]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): 24 (2022) - [j8]Chady Ghnatios, Victor Champaney, Angelo Pasquale, Francisco Chinesta:
A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Comput. 10(10): 176 (2022) - [j7]Jiajun Wu, Chady Ghnatios, Philippe Mordillat, Yves Tourbier, Francisco Chinesta:
Functional Parametric Elasto-Dynamics for Efficient Multicomponent Design. Comput. 10(12): 218 (2022) - 2021
- [j6]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): 20 (2021) - 2019
- [j5]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: 477-493 (2019) - [j4]Chady Ghnatios, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto:
Data-Driven GENERIC Modeling of Poroviscoelastic Materials. Entropy 21(12): 1165 (2019) - [j3]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: 347-363 (2019) - 2017
- [j2]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): 1:1-1:26 (2017) - 2016
- [j1]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): 4:1-4:18 (2016)
Conference and Workshop Papers
- 2023
- [c8]Chady Ghnatios:
First Steps in Probabilistic Hybrid Twin Extrapolation Based on Nonparametric Probabilistic Method and Machine Learning Algorithms. ACTEA 2023: 36-40 - 2019
- [c7]Hadi al Boustany, Chady Ghnatios:
Modeling Elastic Shock In Isotropic Solids: Solving The Uniaxial Shock Problem. ACTEA 2019: 1-6 - [c6]Pamela Chaaya, Bedouin Sassiya, Chady Ghnatios, Abdallah Kassem:
Automated Calibration Machine for Spirometers. ACTEA 2019: 1-5 - [c5]Chady Ghnatios, Gérard-Philippe Zéhil:
Estimation of power-law rheological parameters for non-Newtonian fluids using the vane test. ACTEA 2019: 1-6 - [c4]Bedouin Sassiya, Pamela Chaaya, Chady Ghnatios, Abdallah Kassem:
Asthma Device Calibrator (ADC). EMBC 2019: 1429-1432 - 2017
- [c3]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: 1-4 - 2016
- [c2]Chady Ghnatios:
Optimization of composite forming processes using nonlinear thermal models and the proper generalized decomposition. ACTEA 2016: 131-136 - [c1]Chady Ghnatios, Christian Mathis, Francisco Chinesta:
Poroelastic properties identification through micro indentation modeled by using the proper generalized decomposition. ACTEA 2016: 141-145
Coauthor Index
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