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C. Farhat · SciRah

Researcher profile · Semantic Scholar

C. Farhat

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C. Farhat — researcher profile on SciRah

h-index: 90
Works: 539
Citations: 31K

Most-cited papers

A mechanics‐informed artificial neural network approach in data‐driven constitutive modeling
Faisal As'ad, P. Avery, C. Farhat
2022AIAA SCITECH 2022 Forum245 citations Open access
Semantic Scholar
Learning constitutive relations from indirect observations using deep neural networks
D. Z. Huang, Kailai Xu, C. Farhat, Eric F Darve
2019Journal of Computational Physics180 citations Open access
Semantic Scholar
Quadratic Approximation Manifold for Mitigating the Kolmogorov Barrier in Nonlinear Projection-Based Model Order Reduction
Joshua L. Barnett, C. Farhat
2022Journal of Computational Physics159 citations Open access
Semantic Scholar
On the stability of projection-based model order reduction for convection-dominated laminar and turbulent flows
S. Grimberg, C. Farhat, Noah Youkilis
2020Journal of Computational Physics110 citations Open access
Semantic Scholar
Neural-network-augmented projection-based model order reduction for mitigating the Kolmogorov barrier to reducibility
Joshua L. Barnett, C. Farhat, Y. Maday
2023Journal of Computational Physics106 citations Open access
Semantic Scholar
Mesh sampling and weighting for the hyperreduction of nonlinear Petrov–Galerkin reduced‐order models with local reduced‐order bases
S. Grimberg, C. Farhat, R. Tezaur, Charbel Bou-Mosleh
2020International Journal for Numerical Methods in Engineering98 citations Open access
Semantic Scholar
A physics-based digital twin for model predictive control of autonomous unmanned aerial vehicle landing
Andrew R. McClellan, Joseph Lorenzetti, M. Pavone, C. Farhat
2022Philosophical Transactions of the Royal Society A60 citations Open access
Semantic Scholar
Mesh adaptation framework for embedded boundary methods for computational fluid dynamics and fluid‐structure interaction
Raunak Borker, D. Z. Huang, S. Grimberg, C. Farhat +2 more
2019International Journal for Numerical Methods in Fluids51 citations
Semantic Scholar
Modeling, simulation and validation of supersonic parachute inflation dynamics during Mars landing
D. Z. Huang, P. Avery, C. Farhat, J. Rabinovitch +2 more
2019AIAA Scitech 2020 Forum47 citations Open access
Semantic Scholar
A family of position- and orientation-independent embedded boundary methods for viscous flow and fluid-structure interaction problems
D. Z. Huang, D. De Santis, C. Farhat
2018Journal of Computational Physics39 citations Open access
Semantic Scholar
Computational bottlenecks for PROMs : precomputation and hyperreduction
C. Farhat, S. Grimberg, A. Manzoni, A. Quarteroni
202038 citations
Semantic Scholar
A multilevel FETI‐DP method and its performance for problems with billions of degrees of freedom
J. Toivanen, P. Avery, C. Farhat
2018International Journal for Numerical Methods in Engineering38 citations
Semantic Scholar
Probabilistic learning for modeling and quantifying model‐form uncertainties in nonlinear computational mechanics
Christian Soize, C. Farhat
2018International Journal for Numerical Methods in Engineering36 citations Open access
Semantic Scholar
In situ adaptive reduction of nonlinear multiscale structural dynamics models
Wanli He, P. Avery, C. Farhat
2020International Journal for Numerical Methods in Engineering29 citations Open access
Semantic Scholar
Linear Reduced-Order Model Predictive Control
Joseph Lorenzetti, Andrew R. McClellan, C. Farhat, M. Pavone
2020IEEE Transactions on Automatic Control28 citations Open access
Semantic Scholar
An embedded boundary approach for resolving the contribution of cable subsystems to fully coupled fluid‐structure interaction
D. Z. Huang, P. Avery, C. Farhat
2019International Journal for Numerical Methods in Engineering28 citations Open access
Semantic Scholar
Feasible Probabilistic Learning Method for Model-Form Uncertainty Quantification in Vibration Analysis
C. Farhat, R. Tezaur, Todd Chapman, P. Avery +1 more
2019AIAA Journal27 citations Open access
Semantic Scholar
A Mechanics-Informed Neural Network Framework for Data-Driven Nonlinear Viscoelasticity
Faisal As'ad, C. Farhat
2023AIAA SCITECH 2023 Forum24 citations
Semantic Scholar
The DGDD method for reduced-order modeling of conservation laws
Sébastien Riffaud, M. Bergmann, C. Farhat, S. Grimberg +1 more
2021Journal of Computational Physics24 citations Open access
Semantic Scholar
Active Manifold and Model-Order Reduction to Accelerate Multidisciplinary Analysis and Optimization
Gabriele Boncoraglio, C. Farhat
2021AIAA Journal24 citations
Semantic Scholar
A computationally tractable framework for nonlinear dynamic multiscale modeling of membrane woven fabrics
P. Avery, D. Z. Huang, Wanli He, Johanna Ehlers +2 more
2020International Journal for Numerical Methods in Engineering22 citations Open access
Semantic Scholar
Model Reduction Framework with a New Take on Active Subspaces for Optimization Problems with Linearized Fluid‐Structure Interaction Constraints
Gabriele Boncoraglio, C. Farhat, Charbel Bou-Mosleh
2020International Journal for Numerical Methods in Engineering21 citations Open access
Semantic Scholar
Fast Neural Network Predictions from Constrained Aerodynamics Datasets
Cristina White, D. Ushizima, C. Farhat
2019AIAA Scitech 2020 Forum20 citations Open access
Semantic Scholar
Validation of a High-Fidelity Supersonic Parachute Inflation Dynamics Model and Best Practice
Faisal As'ad, P. Avery, C. Farhat, J. Rabinovitch +1 more
2022AIAA SCITECH 2022 Forum18 citations
Semantic Scholar
Discrete embedded boundary method with smooth dependence on the evolution of a fluid‐structure interface
Jonathan Ho, C. Farhat
2020International Journal for Numerical Methods in Engineering18 citations
Semantic Scholar
Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating
M. Azzi, C. Ghnatios, P. Avery, C. Farhat
2022Journal of Computing and Information Science in Engineering16 citations Open access
Semantic Scholar
Predictive Modeling with Learned Constitutive Laws from Indirect Observations
D. Z. Huang, Kailai Xu, C. Farhat, Eric F Darve
201914 citations
Semantic Scholar
Neural-Network-Augmented Projection-Based Model Order Reduction for Mitigating the Kolmogorov Barrier to Reducibility of CFD Models
Joshua L. Barnett, C. Farhat, Y. Maday
2022arXiv.org13 citations Open access
Semantic Scholar
Space‐local reduced‐order bases for accelerating reduced‐order models through sparsity
Spenser Anderson, Cristina White, C. Farhat
2022International Journal for Numerical Methods in Engineering13 citations
Semantic Scholar
Training a Neural-Network-Based Surrogate Model for Aerodynamic Optimisation Using a Gaussian Process
Yousef Ghazi, N. Alhazmi, R. Tezaur, C. Farhat
2022International journal of computational fluid dynamics (Print)12 citations
Semantic Scholar
Update: Modeling Supersonic Parachute Inflations for Mars Spacecraft
J. Rabinovitch, Faisal As'ad, P. Avery, C. Farhat +2 more
202226th AIAA Aerodynamic Decelerator Systems Technology Conference12 citations
Semantic Scholar
Towards a Validated FSI Computational Framework for Supersonic Parachute Deployments
J. Rabinovitch, D. Z. Huang, Raunak Borker, P. Avery +3 more
2019AIAA Aviation 2019 Forum11 citations
Semantic Scholar
Neural Networks Predict Fluid Dynamics Solutions from Tiny Datasets
Cristina White, D. Ushizima, C. Farhat
2019arXiv.org10 citations
Semantic Scholar
An Adaptive Mesh Refinement Concept for Viscous Fluid-Structure Computations Using Eulerian Vertex-Based Finite Volume Methods
Raunak Borker, S. Grimberg, P. Avery, C. Farhat +1 more
201810 citations
Semantic Scholar
Piecewise-Global Nonlinear Model Order Reduction for PDE-Constrained Optimization in High-Dimensional Parameter Spaces
Gabriele Boncoraglio, C. Farhat
2022SIAM Journal on Scientific Computing9 citations
Semantic Scholar
Hyperreduction of CFD Models of Turbulent Flows using a Machine Learning Approach
S. Grimberg, C. Farhat
20209 citations
Semantic Scholar
Fast computation of the wall distance in unsteady Eulerian fluid‐structure computations
S. Grimberg, C. Farhat
2018International Journal for Numerical Methods in Fluids9 citations
Semantic Scholar
Mitigating the Kolmogorov Barrier for the Reduction of Aerodynamic Models using Neural-Network-Augmented Reduced-Order Models
Joshua L. Barnett, C. Farhat, Y. Maday
2023AIAA SCITECH 2023 Forum8 citations
Semantic Scholar
UAV Aircraft Carrier Landing Using CFD-Based Model Predictive Control
Joseph Lorenzetti, Andrew R. McClellan, C. Farhat, M. Pavone
2020AIAA Scitech 2020 Forum8 citations
Semantic Scholar
Aerodynamic optimization with large shape and topology changes using a differentiable embedded boundary method
Jonathan Ho, C. Farhat
2023Journal of Computational Physics7 citations Open access
Semantic Scholar
Active Manifold and Model Reduction for Multidisciplinary Analysis and Optimization
Gabriele Boncoraglio, C. Farhat
2020AIAA Scitech 2021 Forum7 citations
Semantic Scholar
Bottom-up hierarchical and categorical metacomputing for automating composition and deployment of directly computable multiphysics models
J. Michopoulos, Athanasios P. Iliopoulos, C. Farhat, P. Avery +3 more
2024Journal of Computer Science6 citations Open access
Semantic Scholar
Homogenized Flux-Body Force Treatment of Compressible Viscous Porous Wall Boundary Conditions
D. Z. Huang, Man-Long Wong, S. Lele, C. Farhat
20216 citations Open access
Semantic Scholar
A stochastic projection-based hyperreduced order model for model-form uncertainties in vibration analysis
C. Farhat, A. Bos, R. Tezaur, Todd Chapman +2 more
20186 citations Open access
Semantic Scholar
Preliminary Verification and Validation Test Suite for the CFD Component of Supersonic Parachute Deployment FSI Simulations
J. Rabinovitch, Zheng-Yu Huang, P. Avery, C. Farhat +2 more
20186 citations
Semantic Scholar
Effects of Structural Parameters on the FSI Simulation of Supersonic Parachute Deployments
Armen Derkevorkian, P. Avery, C. Farhat, J. Rabinovitch +1 more
2019AIAA Aviation 2019 Forum5 citations
Semantic Scholar
Model Verification and Validation Assessment for a Simulation of Supersonic Parachute Inflation during Martian Entry
L. Peterson, Armen Derkevorkian, J. Rabinovitch, C. Farhat +1 more
20185 citations
Semantic Scholar
Nonlinear Projection-Based Model Order Reduction in the Presence of Adaptive Mesh Refinement
Clayton Little, C. Farhat
2023AIAA SCITECH 2023 Forum4 citations
Semantic Scholar
Projection-based Model Order Reduction for Flight Dynamics and Model Predictive Control
Andrew R. McClellan, Joseph Lorenzetti, M. Pavone, C. Farhat
2020AIAA Scitech 2020 Forum4 citations
Semantic Scholar
A Homogenized Flux-Body Force Approach for Modeling Porous Wall Boundary Conditions in Compressible Viscous Flows
D. Z. Huang, Man-Long Wong, S. Lele, C. Farhat
20194 citations
Semantic Scholar

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