Charbel Farhat

  • Stanford University, USA

According to our database1, Charbel Farhat authored at least 61 papers between 1987 and 2023.

Collaborative distances:
  • Dijkstra number2 of two.
  • Erdős number3 of three.



In proceedings 
PhD thesis 


Online presence:



Neural-network-augmented projection-based model order reduction for mitigating the Kolmogorov barrier to reducibility.
J. Comput. Phys., November, 2023

Aerodynamic optimization with large shape and topology changes using a differentiable embedded boundary method.
J. Comput. Phys., September, 2023

Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating.
J. Comput. Inf. Sci. Eng., February, 2023

Piecewise-Global Nonlinear Model Order Reduction for PDE-Constrained Optimization in High-Dimensional Parameter Spaces.
SIAM J. Sci. Comput., August, 2022

Linear Reduced-Order Model Predictive Control.
IEEE Trans. Autom. Control., 2022

Quadratic approximation manifold for mitigating the Kolmogorov barrier in nonlinear projection-based model order reduction.
J. Comput. Phys., 2022

Neural-Network-Augmented Projection-Based Model Order Reduction for Mitigating the Kolmogorov Barrier to Reducibility of CFD Models.
CoRR, 2022

The DGDD method for reduced-order modeling of conservation laws.
J. Comput. Phys., 2021

Learning constitutive relations from indirect observations using deep neural networks.
J. Comput. Phys., 2020

On the stability of projection-based model order reduction for convection-dominated laminar and turbulent flows.
J. Comput. Phys., 2020

Gradient-based constrained optimization using a database of linear reduced-order models.
J. Comput. Phys., 2020

Mesh sampling and weighting for the hyperreduction of nonlinear Petrov-Galerkin reduced-order models with local reduced-order bases.
CoRR, 2020

A computationally tractable framework for nonlinear dynamic multiscale modeling of membrane fabric.
CoRR, 2020

In-situ adaptive reduction of nonlinear multiscale structural dynamics models.
CoRR, 2020

Model Reduction Framework with a New Take on Active Subspaces for Optimization Problems with Linearized Fluid-Structure Interaction Constraints.
CoRR, 2020

Modeling, simulation and validation of supersonic parachute inflation dynamics during Mars landing.
CoRR, 2019

An Embedded Boundary Approach for Resolving the Contribution of Cable Subsystems to Fully Coupled Fluid-Structure Interaction.
CoRR, 2019

Neural Networks Predict Fluid Dynamics Solutions from Tiny Datasets.
CoRR, 2019

A family of position- and orientation-independent embedded boundary methods for viscous flow and fluid-structure interaction problems.
J. Comput. Phys., 2018

An enhanced FIVER method for multi-material flow problems with second-order convergence rate.
J. Comput. Phys., 2017

A high-order discontinuous Galerkin method for unsteady advection-diffusion problems.
J. Comput. Phys., 2017

Real-time solution of linear computational problems using databases of parametric reduced-order models with arbitrary underlying meshes.
J. Comput. Phys., 2016

A Practical Factorization of a Schur Complement for PDE-Constrained Distributed Optimal Control.
J. Sci. Comput., 2015

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., 2014

An ALE formulation of embedded boundary methods for tracking boundary layers in turbulent fluid-structure interaction problems.
J. Comput. Phys., 2014

Reduction of nonlinear embedded boundary models for problems with evolving interfaces.
J. Comput. Phys., 2014

Progressive construction of a parametric reduced-order model for PDE-constrained optimization.
CoRR, 2014

A Domain Decomposition Solver for the Discontinuous Enrichment Method for the Helmholtz Equation.
Proceedings of the Domain Decomposition Methods in Science and Engineering XX, 2013

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., 2013

The GNAT method for nonlinear model reduction: Effective implementation and application to computational fluid dynamics and turbulent flows.
J. Comput. Phys., 2013

Multiphysics simulations: Challenges and opportunities.
Int. J. High Perform. Comput. Appl., 2013

A systematic approach for constructing higher-order immersed boundary and ghost fluid methods for fluid-structure interaction problems.
J. Comput. Phys., 2012

A hybrid discontinuous Galerkin method for computing the ground state solution of Bose-Einstein condensates.
J. Comput. Phys., 2012

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., 2012

An Online Method for Interpolating Linear Parametric Reduced-Order Models.
SIAM J. Sci. Comput., 2011

Game Changing Computational Engineering Technology.
Proceedings of the High Performance Computing for Computational Science - VECPAR 2010, 2010

Convergence Analysis of a Discontinuous Galerkin Method with Plane Waves and Lagrange Multipliers for the Solution of Helmholtz Problems.
SIAM J. Numer. Anal., 2009

A higher-order generalized ghost fluid method for the poor for the three-dimensional two-phase flow computation of underwater implosions.
J. Comput. Phys., 2008

Compressed Sensing and Time-Parallel Reduced-Order Modeling for Structural Health Monitoring Using a DDDAS.
Proceedings of the Computational Science, 2007

Towards a Dynamic Data Driven System for Structural and Material Health Monitoring.
Proceedings of the Computational Science, 2006

Modeling and Simulation of Multiphysics Systems.
J. Comput. Inf. Sci. Eng., 2005

On a data-driven environment for multiphysics applications.
Future Gener. Comput. Syst., 2005

Dynamic Data Driven Methodologies for Multiphysics System Modeling and Simulation.
Proceedings of the Computational Science, 2005

Dynamic-Data-Driven Real-Time Computational Mechanics Environment.
Proceedings of the Computational Science, 2004

DDEMA: A Data Driven Environment for Multiphysics Applications.
Proceedings of the Computational Science - ICCS 2003, 2003

Salinas: a scalable software for high-performance structural and solid mechanics simulations.
Proceedings of the 2002 ACM/IEEE conference on Supercomputing, 2002

Multidisciplinary Simulation of the Maneuvering of an Aircraft.
Eng. Comput., 2001

A two-level domain decomposition method for the iterative solution of high frequency exterior Helmholtz problems.
Numerische Mathematik, 2000

A scalable dual-primal domain decomposition method.
Numer. Linear Algebra Appl., 2000

Massively Parallel Processing Boosts the Solution of Industrial Electromagnetic Problems: High Performance Out-of-Core Solution of Complex Dense Systems.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

Unstructured CFD computations on the KSR-1: Preliminary results.
Future Gener. Comput. Syst., 1995

Beyond Conventional Mesh Partitioning Algorithms and the Minimum Edge Cut Criterion: Impact on Realistic Realistic Applications.
Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, 1995

9. Optimizing Substructuring Methods for Repeated Right Hand Sides, Scalable Parallel Coarse Solvers, and Global/Local Analysis.
Proceedings of the Domain-Based Parallelism and Problem Decomposition Methods in Computational Science and Engineering, 1995

Validation, verification and evaluation (Panel).
Proceedings of the 5th IEEE Visualization Conference, 1994

The Dual Schur Complement Method with Well-Posed Local Neumann Problems: Regularization with a Perturbed Lagrangian Formulation.
SIAM J. Sci. Comput., 1993

Viscous Flow Computations on MPP Systems: Implementational Issues and Performance Results for Unstructured Grids.
Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993

An Unconventional Domain Decomposition Method for an Efficient Parallel Solution of Large-Scale Finite Element Systems.
SIAM J. Sci. Comput., 1992

Redesigning the Skyline Solver for Parallel/Vector Supercomputers.
Int. J. High Speed Comput., 1990

Solving Navier- Stokes Equations On a Massively Parallel Processor: Beyond the 1 Gflop Performance.
Int. J. High Perform. Comput. Appl., 1990

Dynamic Finite Element Simulations on the Connection Machine.
Int. J. High Speed Comput., 1989

Large Scale FE Parallel Nonlinear Computations Using a Homotopy Method.
Proceedings of the Third SIAM Conference on Parallel Processing for Scientific Computing, 1987