Farhat, Charbel

1. Progressive construction of a parametric reduced-order model for\n PDE-constrained optimization
   2014/07/28 by Matthew J. Zahr, Charbel Farhat, Zahr, Matthew J. +1 · 5 citations
   Engineering · Physics and Astronomy · #FOS: Mathematics #Hydraulic and Pneumatic Systems #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Real-time simulation and control systems
2. Gradient-based Constrained Optimization Using a Database of Linear\n Reduced-Order Models
   2015/06/25 by Youngsoo Choi, Gabriele Boncoraglio, Choi, Youngsoo +7 · 5 citations
   Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Hydraulic and Pneumatic Systems #Advanced Control Systems Optimization
3. Mesh sampling and weighting for the hyperreduction of nonlinear\n Petrov-Galerkin reduced-order models with local reduced-order bases
   2020/08/06 by Sebastian Grimberg, Charbel Farhat, Grimberg, Sebastian +5 · 4 citations
   Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Hydraulic and Pneumatic Systems #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
4. Projection-based model reduction for contact problems
   2015/03/03 by Maciej Balajewicz, Balajewicz, Maciej, David Amsallem +3 · 2 citations
   Decision Sciences · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Mathematics #FOS: Physical sciences #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design #Structural Health Monitoring Techniques
5. Linear Reduced Order Model Predictive Control
   2020/12/06 by Joseph Lorenzetti, Andrew D. McClellan, Lorenzetti, Joseph +5 · 2 citations
   Engineering · Mathematics · #Advanced Control Systems Optimization #Adaptive Control of Nonlinear Systems #Numerical methods for differential equations
6. In-situ adaptive reduction of nonlinear multiscale structural dynamics models
   2020/03/31 by HE Wan-li, Philip Avery, He, Wanli +3 · 2 citations
   Decision Sciences · Engineering · Physics and Astronomy · #FOS: Mathematics #Fluid Dynamics and Vibration Analysis #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design
7. Rank Reduction Autoencoders
   2024/05/22 by Mounayer, Jad, Rodriguez, Sebastian, Ghnatios, Chady +2 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. A Reduced Order Model conditioned on monitoring features for estimation and uncertainty quantification in engineered systems
   2024/07/24 by Vlachas, Konstantinos, Simpson, Thomas, Garland, Anthony +3 · 1 citation
   #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)