Charbel Farhat

71 papers A 2Misc 5Journal 57Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A tractable nonparametric probabilistic approach for modeling and quantifying model-form uncertainty in turbulent CFD. J. Comput. Phys. Emily Jewell, Charbel Farhat, Christian Soize
2025	J	`jnl`	Towards Generative Design Using Optimal Transport for Shape Exploration and Solution Field Interpolation. CoRR Sergio Torregrosa, David Muñoz, Héctor Navarro, Charbel Farhat, Francisco Chinesta
2024	J	`jnl`	A Reduced Order Model conditioned on monitoring features for estimation and uncertainty quantification in engineered systems. CoRR Konstantinos Vlachas, Thomas Simpson, Anthony Garland, D. Dane Quinn, Charbel Farhat, Eleni N. Chatzi
2024	J	`jnl`	A few words about Roland Glowinski. J. Comput. Phys. Rémi Abgrall, Charbel Farhat, Olivier Pironneau
2024	J	`jnl`	Bottom-up hierarchical and categorical metacomputing for automating composition and deployment of directly computable multiphysics models. J. Comput. Sci. John G. Michopoulos, Athanasios P. Iliopoulos, Charbel Farhat, Philip Avery, G. Daeninck, John C. Steuben, Nicole A. Apetre
2024	J	`jnl`	Rank Reduction Autoencoders - Enhancing interpolation on nonlinear manifolds. CoRR Jad Mounayer, Sebastian Rodriguez, Chady Ghnatios, Charbel Farhat, Francisco Chinesta
2023	J	`jnl`	Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating. J. Comput. Inf. Sci. Eng. Marie-Jo Azzi, Chady Ghnatios, Philip Avery, Charbel Farhat
2023	J	`jnl`	Aerodynamic optimization with large shape and topology changes using a differentiable embedded boundary method. J. Comput. Phys. Jonathan Ho, Charbel Farhat
2023	J	`jnl`	Neural-network-augmented projection-based model order reduction for mitigating the Kolmogorov barrier to reducibility. J. Comput. Phys. Joshua Barnett, Charbel Farhat, Yvon Maday
2022	J	`jnl`	Linear Reduced-Order Model Predictive Control. IEEE Trans. Autom. Control. Joseph Lorenzetti, Andrew McClellan, Charbel Farhat, Marco Pavone
2022	J	`jnl`	Neural-Network-Augmented Projection-Based Model Order Reduction for Mitigating the Kolmogorov Barrier to Reducibility of CFD Models. CoRR Joshua L. Barnett, Charbel Farhat, Yvon Maday
2022	J	`jnl`	Piecewise-Global Nonlinear Model Order Reduction for PDE-Constrained Optimization in High-Dimensional Parameter Spaces. SIAM J. Sci. Comput. Gabriele Boncoraglio, Charbel Farhat
2022	J	`jnl`	Quadratic Approximation Manifold for Mitigating the Kolmogorov Barrier in Nonlinear Projection-Based Model Order Reduction. CoRR Joshua Barnett, Charbel Farhat
2022	J	`jnl`	Quadratic approximation manifold for mitigating the Kolmogorov barrier in nonlinear projection-based model order reduction. J. Comput. Phys. Joshua Barnett, Charbel Farhat
2021	J	`jnl`	The DGDD method for reduced-order modeling of conservation laws. J. Comput. Phys. Sébastien Riffaud, Michel Bergmann, Charbel Farhat, Sebastian Grimberg, Angelo Iollo
2020	J	`jnl`	A computationally tractable framework for nonlinear dynamic multiscale modeling of membrane fabric. CoRR Philip Avery, Daniel Zhengyu Huang, Wanli He, Johanna Ehlers, Armen Derkevorkian, Charbel Farhat
2020	J	`jnl`	Gradient-based constrained optimization using a database of linear reduced-order models. J. Comput. Phys. Youngsoo Choi, Gabriele Boncoraglio, Spenser Anderson, David Amsallem, Charbel Farhat
2020	J	`jnl`	In-situ adaptive reduction of nonlinear multiscale structural dynamics models. CoRR Wanli He, Philip Avery, Charbel Farhat
2020	J	`jnl`	Learning constitutive relations from indirect observations using deep neural networks. J. Comput. Phys. Daniel Zhengyu Huang, Kailai Xu, Charbel Farhat, Eric Darve
2020	J	`jnl`	Linear Reduced Order Model Predictive Control. CoRR Joseph Lorenzetti, Andrew McClellan, Charbel Farhat, Marco Pavone
2020	J	`jnl`	Mesh sampling and weighting for the hyperreduction of nonlinear Petrov-Galerkin reduced-order models with local reduced-order bases. CoRR Sebastian Grimberg, Charbel Farhat, Radek Tezaur, Charbel Bou-Mosleh
2020	J	`jnl`	Model Reduction Framework with a New Take on Active Subspaces for Optimization Problems with Linearized Fluid-Structure Interaction Constraints. CoRR Gabriele Boncoraglio, Charbel Farhat, Charbel Bou-Mosleh
2020	J	`jnl`	On the stability of projection-based model order reduction for convection-dominated laminar and turbulent flows. CoRR Sebastian Grimberg, Charbel Farhat, Noah Youkilis
2020	J	`jnl`	On the stability of projection-based model order reduction for convection-dominated laminar and turbulent flows. J. Comput. Phys. Sebastian Grimberg, Charbel Farhat, Noah Youkilis
2019	J	`jnl`	An Embedded Boundary Approach for Resolving the Contribution of Cable Subsystems to Fully Coupled Fluid-Structure Interaction. CoRR Daniel Zhengyu Huang, Philip Avery, Charbel Farhat
2019	J	`jnl`	Modeling, simulation and validation of supersonic parachute inflation dynamics during Mars landing. CoRR Daniel Zhengyu Huang, Philip Avery, Charbel Farhat, Jason Rabinovitch, Armen Derkevorkian, Lee D. Peterson
2019	J	`jnl`	Neural Networks Predict Fluid Dynamics Solutions from Tiny Datasets. CoRR Cristina White, Daniela Ushizima, Charbel Farhat
2018	J	`jnl`	A family of position- and orientation-independent embedded boundary methods for viscous flow and fluid-structure interaction problems. J. Comput. Phys. Daniel Zhengyu Huang, Dante De Santis, Charbel Farhat
2017	J	`jnl`	A high-order discontinuous Galerkin method for unsteady advection-diffusion problems. J. Comput. Phys. Raunak Borker, Charbel Farhat, Radek Tezaur
2017	J	`jnl`	An enhanced FIVER method for multi-material flow problems with second-order convergence rate. J. Comput. Phys. Alex Main, Xianyi Zeng, Philip Avery, Charbel Farhat
2016	J	`jnl`	Real-time solution of linear computational problems using databases of parametric reduced-order models with arbitrary underlying meshes. J. Comput. Phys. David Amsallem, Radek Tezaur, Charbel Farhat
2015	J	`jnl`	A Practical Factorization of a Schur Complement for PDE-Constrained Distributed Optimal Control. J. Sci. Comput. Youngsoo Choi, Charbel Farhat, Walter Murray, Michael A. Saunders
2014	J	`jnl`	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. Alex Main, Charbel Farhat
2014	J	`jnl`	An ALE formulation of embedded boundary methods for tracking boundary layers in turbulent fluid-structure interaction problems. J. Comput. Phys. Charbel Farhat, Vinod K. Lakshminarayan
2014	J	`jnl`	Progressive construction of a parametric reduced-order model for PDE-constrained optimization. CoRR Matthew J. Zahr, Charbel Farhat
2014	J	`jnl`	Reduction of Nonlinear Embedded Boundary Models for Problems with Evolving Interfaces. CoRR Maciej Balajewicz, Charbel Farhat
2014	J	`jnl`	Reduction of nonlinear embedded boundary models for problems with evolving interfaces. J. Comput. Phys. Maciej Balajewicz, Charbel Farhat
2013	—	`ch.`	A Domain Decomposition Solver for the Discontinuous Enrichment Method for the Helmholtz Equation. Domain Decomposition Methods in Science and Engineering XX Charbel Farhat, Radek Tezaur, Jari Toivanen
2013	J	`jnl`	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. Kevin Carlberg, Charbel Farhat, Julien Cortial, David Amsallem
2013	J	`jnl`	Multiphysics simulations: Challenges and opportunities. Int. J. High Perform. Comput. Appl. 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 C. 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
2013	J	`jnl`	The GNAT method for nonlinear model reduction: Effective implementation and application to computational fluid dynamics and turbulent flows. J. Comput. Phys. Kevin Carlberg, Charbel Farhat, Julien Cortial, David Amsallem
2012	J	`jnl`	A hybrid discontinuous Galerkin method for computing the ground state solution of Bose-Einstein condensates. J. Comput. Phys. Charbel Farhat, Jari Toivanen
2012	J	`jnl`	A systematic approach for constructing higher-order immersed boundary and ghost fluid methods for fluid-structure interaction problems. J. Comput. Phys. Xianyi Zeng, Charbel Farhat
2012	J	`jnl`	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. Charbel Farhat, Jean-Frédéric Gerbeau, Arthur Rallu
2011	J	`jnl`	An Online Method for Interpolating Linear Parametric Reduced-Order Models. SIAM J. Sci. Comput. David Amsallem, Charbel Farhat
2010	—	`conf`	Game Changing Computational Engineering Technology. VECPAR Charbel Farhat
2009	J	`jnl`	Convergence Analysis of a Discontinuous Galerkin Method with Plane Waves and Lagrange Multipliers for the Solution of Helmholtz Problems. SIAM J. Numer. Anal. Mohamed Amara, Rabia Djellouli, Charbel Farhat
2008	J	`jnl`	A higher-order generalized ghost fluid method for the poor for the three-dimensional two-phase flow computation of underwater implosions. J. Comput. Phys. Charbel Farhat, Arthur Rallu, Sriram Shankaran
2007	Misc	`conf`	Compressed Sensing and Time-Parallel Reduced-Order Modeling for Structural Health Monitoring Using a DDDAS. International Conference on Computational Science (1) Julien Cortial, Charbel Farhat, Leonidas J. Guibas, M. Rajashekhar
2006	Misc	`conf`	Towards a Dynamic Data Driven System for Structural and Material Health Monitoring. International Conference on Computational Science (3) Charbel Farhat, John G. Michopoulos, Fu-Kuo Chang, Leonidas J. Guibas, Adrian J. Lew
2005	Misc	`conf`	Dynamic Data Driven Methodologies for Multiphysics System Modeling and Simulation. International Conference on Computational Science (2) John G. Michopoulos, Charbel Farhat, Elias N. Houstis, Panagiota E. Tsompanopoulou, H. Zhang, T. Gullaud
2005	J	`jnl`	Modeling and Simulation of Multiphysics Systems. J. Comput. Inf. Sci. Eng. John G. Michopoulos, Charbel Farhat, Jacob Fish
2005	J	`jnl`	On a data-driven environment for multiphysics applications. Future Gener. Comput. Syst. John G. Michopoulos, Panagiota E. Tsompanopoulou, Elias N. Houstis, Charbel Farhat, Michel Lesoinne, John R. Rice, Anupam Joshi
2004	Misc	`conf`	Dynamic-Data-Driven Real-Time Computational Mechanics Environment. International Conference on Computational Science John G. Michopoulos, Charbel Farhat, Elias N. Houstis
2003	Misc	`conf`	DDEMA: A Data Driven Environment for Multiphysics Applications. International Conference on Computational Science John G. Michopoulos, Panagiota E. Tsompanopoulou, Elias N. Houstis, John R. Rice, Charbel Farhat, Michel Lesoinne, Frédéric Lechenault
2002	A	`conf`	Salinas: a scalable software for high-performance structural and solid mechanics simulations. SC Manoj Bhardwaj, Kendall Pierson, Garth Reese, Tim Walsh, David Day, Ken Alvin, James Peery, Charbel Farhat, Michel Lesoinne
2001	J	`jnl`	Multidisciplinary Simulation of the Maneuvering of an Aircraft. Eng. Comput. Charbel Farhat, Kendall Pierson, C. Degand
2000	J	`jnl`	A scalable dual-primal domain decomposition method. Numer. Linear Algebra Appl. Charbel Farhat, Michel Lesoinne, Kendall Pierson
2000	J	`jnl`	A two-level domain decomposition method for the iterative solution of high frequency exterior Helmholtz problems. Numerische Mathematik Charbel Farhat, Antonini Macedo, Michel Lesoinne
1997	—	`conf`	Massively Parallel Processing Boosts the Solution of Industrial Electromagnetic Problems: High Performance Out-of-Core Solution of Complex Dense Systems. PP Guillaume Alléon, Sabine Amram, Nicolas Durante, Philippe Homsi, Denis Pogarieloff, Charbel Farhat
1995	—	`ch.`	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 Charbel Farhat
1995	—	`conf`	Beyond Conventional Mesh Partitioning Algorithms and the Minimum Edge Cut Criterion: Impact on Realistic Realistic Applications. PP Denis Vanderstraeten, R. Keunings, Charbel Farhat
1995	J	`jnl`	Unstructured CFD computations on the KSR-1: Preliminary results. Future Gener. Comput. Syst. Stéphane Lanteri, Charbel Farhat
1994	A	`conf`	Validation, verification and evaluation (Panel). IEEE Visualization Samuel P. Uselton, Geoff Dorn, Charbel Farhat, Michael W. Vannier, Kim H. Esbensen, Al Globus
1993	J	`jnl`	The Dual Schur Complement Method with Well-Posed Local Neumann Problems: Regularization with a Perturbed Lagrangian Formulation. SIAM J. Sci. Comput. Charbel Farhat, Po-Shu Chen, François-Xavier Roux
1993	—	`conf`	Viscous Flow Computations on MPP Systems: Implementational Issues and Performance Results for Unstructured Grids. PPSC Stéphane Lanteri, Charbel Farhat
1992	J	`jnl`	An Unconventional Domain Decomposition Method for an Efficient Parallel Solution of Large-Scale Finite Element Systems. SIAM J. Sci. Comput. Charbel Farhat, François-Xavier Roux
1990	J	`jnl`	Redesigning the Skyline Solver for Parallel/Vector Supercomputers. Int. J. High Speed Comput. Charbel Farhat
1990	J	`jnl`	Solving Navier- Stokes Equations On a Massively Parallel Processor: Beyond the 1 Gflop Performance. Int. J. High Perform. Comput. Appl. Abdulmannan Saati, Sedat Biringen, Charbel Farhat
1989	J	`jnl`	Dynamic Finite Element Simulations on the Connection Machine. Int. J. High Speed Comput. Charbel Farhat, N. Sobh, K. C. Park
1987	—	`conf`	Large Scale FE Parallel Nonlinear Computations Using a Homotopy Method. PP Charbel Farhat, Luis Crivelli