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C

Charbel Farhat

Stanford University

83H-index
603Paper Count
2.7WCitation Count
Published Papers 79
Publication Date
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A staggered training framework for mechanics-informed neural networks in tractable multiscale homogenization with application to woven fabrics
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-01-09
err0
PREAI
errFaisal As’ad; Charbel Farhat
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Nonlinear projection-based model order reduction with machine learning regression for closure error modeling in the latent space
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-10-07
err0
errOAAI
errS. Ares de Parga; Radek Tezaur; Carlos G. Hernández; Charbel Farhat
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Probabilistic learning from real-world observations of systems with unknown inputs for model-form UQ and digital twinning
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-05-01
err0
PREAI
errZhang, Zimi J.; Bakar, Akmal; Humphry, Adrian; Javid, Farhad; Nadeau, Patrick; Ebrahimi, Mehran; Butscher, Adrian; Tessier, Alexander; Rodriguez, Jesus; Farhat, Charbel
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Projection-based model order reduction of embedded boundary models for CFD and nonlinear FSI
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-05-01
err0
PREAI
errYoukilis, Noah B.; Farhat, Charbel
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Bottom-up hierarchical and categorical metacomputing for automating composition and deployment of directly computable multiphysics models
errnature computational science
IF3.7
err2024-07-01
err1
PREAI
errMichopoulos, J. G.; Iliopoulos, A. P.; Farhat, C.; Avery, P.; Daeninck, G.; Steuben, J. C.; Apetre, N. A.
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A few words about Roland Glowinski
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-05-01
err0
PREAI
errAbgrall, Remi; Farhat, Charbel; Pironneau, Olivier
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A mechanics-informed deep learning framework for data-driven nonlinear viscoelasticity
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-12-01
err12
errOAAI
errAs'ad, Faisal; Farhat, Charbel
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Neural-network-augmented projection-based model order reduction for mitigating the Kolmogorov barrier to reducibility
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-11-01
err19
errOAAI
errBarnett, Joshua; Farhat, Charbel; Maday, Yvon
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Aerodynamic optimization with large shape and topology changes using a differentiable embedded boundary method
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-09-01
err2
errOAAI
errHo, Jonathan; Farhat, Charbel
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Physics informed and data-based augmented learning in structural health diagnosis
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-09-01
err10
errOAAI
errDi Lorenzo, D.; Champaney, V.; Marzin, J. Y.; Farhat, C.; Chinesta, F.
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Reprint of: Robust and globally efficient reduction of parametric, highly nonlinear computational models and real time online performance
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-12-01
err0
errOAAI
errTezaur, Radek; As'ad, Faisal; Farhat, Charbel
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Linear Reduced-Order Model Predictive Control
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2022-11-01
err9
errOAAI
errLorenzetti, Joseph; McClellan, Andrew; Farhat, Charbel; Pavone, Marco
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errSave
Robust and globally efficient reduction of parametric, highly nonlinear computational models and real time online performance
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-09-01
err13
PREAI
errTezaur, Radek; As'ad, Faisal; Farhat, Charbel
errShare
errSave
Quadratic approximation manifold for mitigating the Kolmogorov barrier in nonlinear projection-based model order reduction
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-09-01
err53
errOAAI
errBarnett, Joshua; Farhat, Charbel
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errSave
PIECEWISE-GLOBAL NONLINEAR MODEL ORDER REDUCTION FOR PDE-CONSTRAINED OPTIMIZATION IN HIGH-DIMENSIONAL PARAMETER SPACES
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2022-08-01
err3
PREAI
errBoncoraglio, Gabriele; Farhat, Charbel
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A physics-based digital twin for model predictive control of autonomous unmanned aerial vehicle landing
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2022-06-20
err27
errOAAI
errMcClellan, Andrew; Lorenzetti, Joseph; Pavone, Marco; Farhat, Charbel
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The DGDD method for reduced-order modeling of conservation laws
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-07-01
err16
errOAAI
errRiffaud, Sebastien; Bergmann, Michel; Farhat, Charbel; Grimberg, Sebastian; Iollo, Angelo
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Gradient-based constrained optimization using a database of linear reduced-order models
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-12-01
err61
errOAAI
errChoi, Youngsoo; Boncoraglio, Gabriele; Anderson, Spenser; Amsallem, David; Farhat, Charbel
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On the stability of projection-based model order reduction for convection-dominated laminar and turbulent flows
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-10-01
err77
errOAAI
errGrimberg, Sebastian; Farhat, Charbel; Youkilis, Noah
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Learning constitutive relations from indirect observations using deep neural networks
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-09-01
err121
errOAAI
errHuang, Daniel Z.; Xu, Kailai; Farhat, Charbel; Darve, Eric
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Ted Belytschko
H-index: 139 · Papers: 714
J
J. R. Rice
H-index: 113 · Papers: 497
E
Efthimios Kaxiras
H-index: 106 · Papers: 934
A
Anupam Joshi
H-index: 74 · Papers: 593
S
Stelios Kyriakides
H-index: 70 · Papers: 374
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