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ORCIDCharbel 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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