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Charbel Farhat
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- affiliation: Stanford University, USA
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2020 – today
- 2024
- [j40]Rémi Abgrall, Charbel Farhat
, Olivier Pironneau:
A few words about Roland Glowinski. J. Comput. Phys. 505: 112919 (2024) - [j39]John G. Michopoulos
, Athanasios P. Iliopoulos, Charbel Farhat, Philip Avery, G. Daeninck, John C. Steuben, Nicole A. Apetre:
Bottom-up hierarchical and categorical metacomputing for automating composition and deployment of directly computable multiphysics models. J. Comput. Sci. 79: 102295 (2024) - [i15]Jad Mounayer, Sebastian Rodriguez, Chady Ghnatios, Charbel Farhat, Francisco Chinesta:
Rank Reduction Autoencoders - Enhancing interpolation on nonlinear manifolds. CoRR abs/2405.13980 (2024) - [i14]Konstantinos Vlachas
, Thomas Simpson, Anthony Garland, D. Dane Quinn, Charbel Farhat, Eleni N. Chatzi:
A Reduced Order Model conditioned on monitoring features for estimation and uncertainty quantification in engineered systems. CoRR abs/2407.17139 (2024) - 2023
- [j38]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) - [j37]Jonathan Ho
, Charbel Farhat
:
Aerodynamic optimization with large shape and topology changes using a differentiable embedded boundary method. J. Comput. Phys. 488: 112191 (2023) - [j36]Joshua Barnett
, Charbel Farhat
, Yvon Maday:
Neural-network-augmented projection-based model order reduction for mitigating the Kolmogorov barrier to reducibility. J. Comput. Phys. 492: 112420 (2023) - 2022
- [j35]Joshua Barnett
, Charbel Farhat
:
Quadratic approximation manifold for mitigating the Kolmogorov barrier in nonlinear projection-based model order reduction. J. Comput. Phys. 464: 111348 (2022) - [j34]Gabriele Boncoraglio
, Charbel Farhat
:
Piecewise-Global Nonlinear Model Order Reduction for PDE-Constrained Optimization in High-Dimensional Parameter Spaces. SIAM J. Sci. Comput. 44(4): 2176- (2022) - [j33]Joseph Lorenzetti
, Andrew McClellan
, Charbel Farhat
, Marco Pavone
:
Linear Reduced-Order Model Predictive Control. IEEE Trans. Autom. Control. 67(11): 5980-5995 (2022) - [i13]Joshua Barnett, Charbel Farhat:
Quadratic Approximation Manifold for Mitigating the Kolmogorov Barrier in Nonlinear Projection-Based Model Order Reduction. CoRR abs/2204.02462 (2022) - [i12]Joshua L. Barnett, Charbel Farhat, Yvon Maday:
Neural-Network-Augmented Projection-Based Model Order Reduction for Mitigating the Kolmogorov Barrier to Reducibility of CFD Models. CoRR abs/2212.08939 (2022) - 2021
- [j32]Sébastien Riffaud
, Michel Bergmann, Charbel Farhat
, Sebastian Grimberg, Angelo Iollo:
The DGDD method for reduced-order modeling of conservation laws. J. Comput. Phys. 437: 110336 (2021) - 2020
- [j31]Daniel Zhengyu Huang
, Kailai Xu
, Charbel Farhat
, Eric Darve
:
Learning constitutive relations from indirect observations using deep neural networks. J. Comput. Phys. 416: 109491 (2020) - [j30]Sebastian Grimberg
, Charbel Farhat
, Noah Youkilis:
On the stability of projection-based model order reduction for convection-dominated laminar and turbulent flows. J. Comput. Phys. 419: 109681 (2020) - [j29]Youngsoo Choi
, Gabriele Boncoraglio
, Spenser Anderson
, David Amsallem, Charbel Farhat
:
Gradient-based constrained optimization using a database of linear reduced-order models. J. Comput. Phys. 423: 109787 (2020) - [i11]Sebastian Grimberg, Charbel Farhat, Noah Youkilis:
On the stability of projection-based model order reduction for convection-dominated laminar and turbulent flows. CoRR abs/2001.10110 (2020) - [i10]Gabriele Boncoraglio, Charbel Farhat, Charbel Bou-Mosleh:
Model Reduction Framework with a New Take on Active Subspaces for Optimization Problems with Linearized Fluid-Structure Interaction Constraints. CoRR abs/2002.07602 (2020) - [i9]Wanli He, Philip Avery, Charbel Farhat:
In-situ adaptive reduction of nonlinear multiscale structural dynamics models. CoRR abs/2004.00153 (2020) - [i8]Philip Avery, Daniel Zhengyu Huang, Wanli He, Johanna Ehlers, Armen Derkevorkian, Charbel Farhat:
A computationally tractable framework for nonlinear dynamic multiscale modeling of membrane fabric. CoRR abs/2007.05877 (2020) - [i7]Sebastian Grimberg, Charbel Farhat, Radek Tezaur, Charbel Bou-Mosleh:
Mesh sampling and weighting for the hyperreduction of nonlinear Petrov-Galerkin reduced-order models with local reduced-order bases. CoRR abs/2008.02891 (2020) - [i6]Joseph Lorenzetti, Andrew McClellan, Charbel Farhat, Marco Pavone:
Linear Reduced Order Model Predictive Control. CoRR abs/2012.03384 (2020)
2010 – 2019
- 2019
- [i5]Cristina White, Daniela Ushizima, Charbel Farhat:
Neural Networks Predict Fluid Dynamics Solutions from Tiny Datasets. CoRR abs/1902.00091 (2019) - [i4]Daniel Zhengyu Huang, Philip Avery, Charbel Farhat:
An Embedded Boundary Approach for Resolving the Contribution of Cable Subsystems to Fully Coupled Fluid-Structure Interaction. CoRR abs/1908.08382 (2019) - [i3]Daniel Zhengyu Huang, Philip Avery, Charbel Farhat, Jason Rabinovitch, Armen Derkevorkian, Lee D. Peterson:
Modeling, simulation and validation of supersonic parachute inflation dynamics during Mars landing. CoRR abs/1912.01658 (2019) - 2018
- [j28]Daniel Zhengyu Huang, Dante De Santis, Charbel Farhat
:
A family of position- and orientation-independent embedded boundary methods for viscous flow and fluid-structure interaction problems. J. Comput. Phys. 365: 74-104 (2018) - 2017
- [j27]Alex Main, Xianyi Zeng
, Philip Avery, Charbel Farhat
:
An enhanced FIVER method for multi-material flow problems with second-order convergence rate. J. Comput. Phys. 329: 141-172 (2017) - [j26]Raunak Borker, Charbel Farhat
, Radek Tezaur:
A high-order discontinuous Galerkin method for unsteady advection-diffusion problems. J. Comput. Phys. 332: 520-537 (2017) - 2016
- [j25]David Amsallem, Radek Tezaur, Charbel Farhat
:
Real-time solution of linear computational problems using databases of parametric reduced-order models with arbitrary underlying meshes. J. Comput. Phys. 326: 373-397 (2016) - 2015
- [j24]Youngsoo Choi
, Charbel Farhat
, Walter Murray, Michael A. Saunders
:
A Practical Factorization of a Schur Complement for PDE-Constrained Distributed Optimal Control. J. Sci. Comput. 65(2): 576-597 (2015) - 2014
- [j23]Alex Main, Charbel Farhat
:
A second-order time-accurate implicit finite volume method with exact two-phase Riemann problems for compressible multi-phase fluid and fluid-structure problems. J. Comput. Phys. 258: 613-633 (2014) - [j22]Charbel Farhat
, Vinod K. Lakshminarayan:
An ALE formulation of embedded boundary methods for tracking boundary layers in turbulent fluid-structure interaction problems. J. Comput. Phys. 263: 53-70 (2014) - [j21]Maciej Balajewicz
, Charbel Farhat
:
Reduction of nonlinear embedded boundary models for problems with evolving interfaces. J. Comput. Phys. 274: 489-504 (2014) - [i2]Maciej Balajewicz, Charbel Farhat:
Reduction of Nonlinear Embedded Boundary Models for Problems with Evolving Interfaces. CoRR abs/1401.6594 (2014) - [i1]Matthew J. Zahr, Charbel Farhat:
Progressive construction of a parametric reduced-order model for PDE-constrained optimization. CoRR abs/1407.7618 (2014) - 2013
- [j20]David E. Keyes
, Lois C. McInnes, Carol S. Woodward
, William Gropp
, Eric Myra, Michael Pernice, John B. Bell
, Jed Brown
, Alain Clo, Jeffrey M. Connors, Emil M. Constantinescu
, Donald J. Estep, Kate Evans, Charbel Farhat
, Ammar Hakim
, Glenn Hammond
, Glen Hansen
, Judith Hill
, Tobin Isaac, Xiangmin Jiao
, Kirk E. Jordan, Dinesh K. Kaushik, Efthimios Kaxiras, Alice E. Koniges
, Kihwan Lee, Aaron Lott, Qiming Lu, John Magerlein, Reed Maxwell, Michael McCourt, Miriam Mehl, Roger P. Pawlowski, Amanda Peters Randles
, Daniel R. Reynolds
, Beatrice Riviere, Ulrich Rüde
, Timothy D. Scheibe
, John N. Shadid
, Brendan Sheehan, Mark S. Shephard
, Andrew R. Siegel, Barry Smith, Xianzhu Tang
, Cian Wilson
, Barbara I. Wohlmuth:
Multiphysics simulations: Challenges and opportunities. Int. J. High Perform. Comput. Appl. 27(1): 4-83 (2013) - [j19]Kevin Carlberg, Charbel Farhat
, Julien Cortial
, David Amsallem:
The GNAT method for nonlinear model reduction: Effective implementation and application to computational fluid dynamics and turbulent flows. J. Comput. Phys. 242: 623-647 (2013) - [j18]Kevin Carlberg, Charbel Farhat, Julien Cortial
, David Amsallem:
Corrigendum to "The GNAT method for nonlinear model reduction: Effective implementation and application to computational fluid dynamics and turbulent flows" [J. Comput. Physics 242 (2013) 623-647]. J. Comput. Phys. 250: 713 (2013) - [p2]Charbel Farhat, Radek Tezaur, Jari Toivanen:
A Domain Decomposition Solver for the Discontinuous Enrichment Method for the Helmholtz Equation. Domain Decomposition Methods in Science and Engineering XX 2013: 207-214 - 2012
- [j17]Xianyi Zeng
, Charbel Farhat
:
A systematic approach for constructing higher-order immersed boundary and ghost fluid methods for fluid-structure interaction problems. J. Comput. Phys. 231(7): 2892-2923 (2012) - [j16]Charbel Farhat
, Jari Toivanen:
A hybrid discontinuous Galerkin method for computing the ground state solution of Bose-Einstein condensates. J. Comput. Phys. 231(14): 4709-4722 (2012) - [j15]Charbel Farhat
, Jean-Frédéric Gerbeau, Arthur Rallu:
FIVER: A finite volume method based on exact two-phase Riemann problems and sparse grids for multi-material flows with large density jumps. J. Comput. Phys. 231(19): 6360-6379 (2012) - 2011
- [j14]David Amsallem, Charbel Farhat
:
An Online Method for Interpolating Linear Parametric Reduced-Order Models. SIAM J. Sci. Comput. 33(5): 2169-2198 (2011) - 2010
- [c12]Charbel Farhat:
Game Changing Computational Engineering Technology. VECPAR 2010: 30
2000 – 2009
- 2009
- [j13]Mohamed Amara, Rabia Djellouli, Charbel Farhat
:
Convergence Analysis of a Discontinuous Galerkin Method with Plane Waves and Lagrange Multipliers for the Solution of Helmholtz Problems. SIAM J. Numer. Anal. 47(2): 1038-1066 (2009) - 2008
- [j12]Charbel Farhat
, Arthur Rallu, Sriram Shankaran:
A higher-order generalized ghost fluid method for the poor for the three-dimensional two-phase flow computation of underwater implosions. J. Comput. Phys. 227(16): 7674-7700 (2008) - 2007
- [c11]Julien Cortial
, Charbel Farhat, Leonidas J. Guibas, M. Rajashekhar:
Compressed Sensing and Time-Parallel Reduced-Order Modeling for Structural Health Monitoring Using a DDDAS. International Conference on Computational Science (1) 2007: 1171-1179 - 2006
- [c10]Charbel Farhat, John G. Michopoulos, Fu-Kuo Chang, Leonidas J. Guibas, Adrian J. Lew:
Towards a Dynamic Data Driven System for Structural and Material Health Monitoring. International Conference on Computational Science (3) 2006: 456-464 - 2005
- [j11]John G. Michopoulos, Panagiota E. Tsompanopoulou, Elias N. Houstis, Charbel Farhat
, Michel Lesoinne, John R. Rice, Anupam Joshi
:
On a data-driven environment for multiphysics applications. Future Gener. Comput. Syst. 21(6): 953-968 (2005) - [j10]John G. Michopoulos, Charbel Farhat
, Jacob Fish:
Modeling and Simulation of Multiphysics Systems. J. Comput. Inf. Sci. Eng. 5(3): 198 (2005) - [c9]John G. Michopoulos, Charbel Farhat, Elias N. Houstis, Panagiota E. Tsompanopoulou, H. Zhang, T. Gullaud:
Dynamic Data Driven Methodologies for Multiphysics System Modeling and Simulation. International Conference on Computational Science (2) 2005: 616-623 - 2004
- [c8]John G. Michopoulos, Charbel Farhat, Elias N. Houstis:
Dynamic-Data-Driven Real-Time Computational Mechanics Environment. International Conference on Computational Science 2004: 693-700 - 2003
- [c7]John G. Michopoulos, Panagiota E. Tsompanopoulou, Elias N. Houstis, John R. Rice, Charbel Farhat, Michel Lesoinne, Frédéric Lechenault:
DDEMA: A Data Driven Environment for Multiphysics Applications. International Conference on Computational Science 2003: 309-318 - 2002
- [c6]Manoj Bhardwaj, Kendall Pierson, Garth Reese, Tim Walsh, David Day, Ken Alvin, James Peery, Charbel Farhat, Michel Lesoinne:
Salinas: a scalable software for high-performance structural and solid mechanics simulations. SC 2002: 27:1-27:19 - 2001
- [j9]Charbel Farhat, Kendall Pierson, C. Degand:
Multidisciplinary Simulation of the Maneuvering of an Aircraft. Eng. Comput. 17(1): 16-27 (2001) - 2000
- [j8]Charbel Farhat, Michel Lesoinne, Kendall Pierson:
A scalable dual-primal domain decomposition method. Numer. Linear Algebra Appl. 7(7-8): 687-714 (2000) - [j7]Charbel Farhat, Antonini Macedo, Michel Lesoinne:
A two-level domain decomposition method for the iterative solution of high frequency exterior Helmholtz problems. Numerische Mathematik 85(2): 283-308 (2000)
1990 – 1999
- 1997
- [c5]Guillaume Alléon, Sabine Amram, Nicolas Durante, Philippe Homsi, Denis Pogarieloff, Charbel Farhat:
Massively Parallel Processing Boosts the Solution of Industrial Electromagnetic Problems: High Performance Out-of-Core Solution of Complex Dense Systems. PP 1997 - 1995
- [j6]Stéphane Lanteri, Charbel Farhat:
Unstructured CFD computations on the KSR-1: Preliminary results. Future Gener. Comput. Syst. 11(1): 27-33 (1995) - [c4]Denis Vanderstraeten, R. Keunings, Charbel Farhat:
Beyond Conventional Mesh Partitioning Algorithms and the Minimum Edge Cut Criterion: Impact on Realistic Realistic Applications. PP 1995: 611-614 - [p1]Charbel Farhat:
9. Optimizing Substructuring Methods for Repeated Right Hand Sides, Scalable Parallel Coarse Solvers, and Global/Local Analysis. Domain-Based Parallelism and Problem Decomposition Methods in Computational Science and Engineering 1995: 141-160 - 1994
- [c3]Samuel P. Uselton, Geoff Dorn, Charbel Farhat, Michael W. Vannier, Kim H. Esbensen, Al Globus:
Validation, verification and evaluation (Panel). IEEE Visualization 1994: 414-418 - 1993
- [j5]Charbel Farhat, Po-Shu Chen, François-Xavier Roux:
The Dual Schur Complement Method with Well-Posed Local Neumann Problems: Regularization with a Perturbed Lagrangian Formulation. SIAM J. Sci. Comput. 14(3): 752-759 (1993) - [c2]Stéphane Lanteri, Charbel Farhat:
Viscous Flow Computations on MPP Systems: Implementational Issues and Performance Results for Unstructured Grids. PPSC 1993: 65-70 - 1992
- [j4]Charbel Farhat, François-Xavier Roux:
An Unconventional Domain Decomposition Method for an Efficient Parallel Solution of Large-Scale Finite Element Systems. SIAM J. Sci. Comput. 13(1): 379-396 (1992) - 1990
- [j3]Abdulmannan Saati, Sedat Biringen, Charbel Farhat:
Solving Navier- Stokes Equations On a Massively Parallel Processor: Beyond the 1 Gflop Performance. Int. J. High Perform. Comput. Appl. 4(1): 72-80 (1990) - [j2]Charbel Farhat:
Redesigning the Skyline Solver for Parallel/Vector Supercomputers. Int. J. High Speed Comput. 2(3): 223-238 (1990)
1980 – 1989
- 1989
- [j1]Charbel Farhat, N. Sobh, K. C. Park:
Dynamic Finite Element Simulations on the Connection Machine. Int. J. High Speed Comput. 1(2): 289-302 (1989) - 1987
- [c1]Charbel Farhat, Luis Crivelli:
Large Scale FE Parallel Nonlinear Computations Using a Homotopy Method. PP 1987: 265-269
Coauthor Index

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