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Chady Ghnatios
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Journal Articles

Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating

Marie-Jo Azzi, Chady Ghnatios, Philip Avery, Charbel Farhat
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011009.
Paper No: JCISE-22-1149
https://doi.org/10.1115/1.4055546
Published Online: September 27, 2022
View Article titled, Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating
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Topics: Approximation, Computer simulation, Construction, Dimensions, Machine learning, Modeling, Nozzles, Physics, Robustness, Simulation
Proceedings Papers

Lower Limb Joint Reaction Forces and Moments Calculations for a “Dabke Jump”: Application of 3D Inverse Dynamics Technique

Perla C. Sammour, Ilige S. Hage, Chady Ghnatios, Najib Metni, Re-Mi S. Hage, Ramsey F. Hamade
Proc. ASME. IMECE2021, Volume 5: Biomedical and Biotechnology, V005T05A048, November 1–5, 2021
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2021-68282
https://doi.org/10.1115/IMECE2021-68282
View Paper titled, Lower Limb Joint Reaction Forces and Moments Calculations for a “Dabke Jump”: Application of 3D Inverse Dynamics Technique
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Topics: Dynamics (Mechanics), Kinematics
eBook Chapter

Proper Generalized Decomposition Based Model Order Reduction Applied to Problems Defined in Degenerated Domains

Publisher: ASME
Published: 2021
ISBN: 9780791862025
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Topics: Computer software, Hardware, Simulation, Space, Three-dimensional models
Proceedings Papers

An Optimized Statistical Model for Predicting Composite Modulus of Elasticity

Ilige S. Hage, Re-Mi Hage, Chady Ghnatios, Ahmad M. R. Baydoun, Ramsey F. Hamade
Proc. ASME. IMECE2020, Volume 2B: Advanced Manufacturing, V02BT02A036, November 16–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2020-24560
https://doi.org/10.1115/IMECE2020-24560
View Paper titled, An Optimized Statistical Model for Predicting Composite Modulus of Elasticity
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Topics: Composite materials, Elastic moduli
Proceedings Papers

Statistically Validated and Optimized Tabu Search Estimation of Cutting Tool Life in Turning

Ré-Mi Hage, Ilige Hage, Chady Ghnatios, Ramsey Hamade
Proc. ASME. IMECE2018, Volume 2: Advanced Manufacturing, V002T02A038, November 9–15, 2018
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2018-86232
https://doi.org/10.1115/IMECE2018-86232
View Paper titled, Statistically Validated and Optimized Tabu Search Estimation of Cutting Tool Life in Turning
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Topics: Algorithms, Cutting tools, Errors, Experimental design, Machine tools, Regression analysis, Turning, Wear
Proceedings Papers

A Numerical Approach for the Evaluation of Residual Stresses in the Automated Tape Placement Process

Fabien Poulhaon, Chady Ghnatios, Brice Bognet, Anais Barasinski, Adrien Leygue, Francisco Chinesta
Proc. ASME. ESDA2012, Volume 3: Advanced Composite Materials and Processing; Robotics; Information Management and PLM; Design Engineering, 41-49, July 2–4, 2012
Publisher: American Society of Mechanical Engineers
Paper No: ESDA2012-82544
https://doi.org/10.1115/ESDA2012-82544
View Paper titled, A Numerical Approach for the Evaluation of Residual Stresses in the Automated Tape Placement Process
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Topics: Residual stresses, Computer simulation, Heat conduction, Heating, Plates (structures), Pressure, Shapes, Shells, Stress, Temperature
Proceedings Papers

First Steps in the Space Separated Representation of Models Defined in Complex Domains

Chady Ghnatios, Amine Ammar, Alain Cimetiere, Aziz Hamdouni, Adrien Leygue, Francisco Chinesta
Proc. ASME. ESDA2012, Volume 1: Advanced Computational Mechanics; Advanced Simulation-Based Engineering Sciences; Virtual and Augmented Reality; Applied Solid Mechanics and Material Processing; Dynamical Systems and Control, 37-42, July 2–4, 2012
Publisher: American Society of Mechanical Engineers
Paper No: ESDA2012-82489
https://doi.org/10.1115/ESDA2012-82489
View Paper titled, First Steps in the Space Separated Representation of Models Defined in Complex Domains
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Topics: Boundary-value problems, Geometry, Resolution (Optics), Three-dimensional models