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Charbel Farhat

Stanford University

367 Panama St

Stanford, CA 94305

United States

SCHOLARLY PAPERS

6

DOWNLOADS

584

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Probabilistic Learning from Real-World Observations of Systems with Unknown Inputs for Model-Form Uq and Digital Twinning

Number of pages: 87 Posted: 18 Sep 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Stanford University
Downloads 158 (474,889)

Abstract:

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digital twin, model-form uncertainty, moving loads, probabilistic learning, stochastic model updating

2.

A Tractable Nonparametric Probabilistic Approach for Modeling and Quantifying Model-Form Uncertainty in Turbulent Cfd

Number of pages: 40 Posted: 06 Jan 2025
Emily Jewell, Charbel Farhat and Christian Soize
affiliation not provided to SSRN, Stanford University and Gustave Eiffel University
Downloads 126 (580,653)

Abstract:

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model-form uncertainty, model reduction, model updating, stochastic CFD, turbulence modeling, uncertainty quantification

3.

A Partitioned Flexibility (Partflex) Method for Structural Analysis

Number of pages: 27 Posted: 16 Mar 2024
University of Colorado at Boulder, Stanford University, University of Colorado at Boulder, Kyung Hee University, University of Colorado at Boulder, Korea Advanced Institute of Science and Technology (KAIST), Seoul National University and University of Seville
Downloads 105 (664,543)

Abstract:

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partitioned flexibility (PartFlex) method, flexibility-based equations of motion, partitioned displacement formulation, localized Lagrange multipliers

4.

Projection-Based Model Order Reduction of Embedded Boundary Models for Cfd and Nonlinear Fsi

Number of pages: 40 Posted: 01 Oct 2024
Noah Youkilis and Charbel Farhat
Stanford University and Stanford University
Downloads 103 (679,608)

Abstract:

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Embedded Boundary Method, Hyperreduction, Immersed Boundary Method, Projection-Based Model Order Reduction, RANS, URANS

Towards Generative Design Using Optimal Transport for Shape Exploration and Solution Field Interpolation

Number of pages: 30 Posted: 09 Feb 2026
Arts et Métiers ParisTech, Arts et Métiers ParisTech, Arts et Métiers ParisTech, Stanford University and Arts et Métiers ParisTech
Downloads 37 (1,281,607)

Abstract:

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Generative Design, Optimal Transport, Gaussian splatting, Interpolation, Parametric Metamodeling, Regression

Towards Generative Design Using Optimal Transport for Shape Exploration and Solution Field Interpolation

Number of pages: 32 Posted: 12 Jun 2025
Arts et Métiers ParisTech, Arts et Métiers ParisTech, Arts et Métiers ParisTech, Stanford University and Arts et Métiers ParisTech
Downloads 34 (1,341,098)

Abstract:

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Generative Design, Interpolation, Optimal Transport, Parametric Metamodeling, Regression, structure-preserving

6.

A Probabilistic Physics-Based Framework for Robust and Adaptive Digital Twin Development

Number of pages: 28 Posted: 02 Feb 2026
Charbel Farhat
Stanford University
Downloads 21 (1,470,786)

Abstract:

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Digital twinning, Projection-based reduced-order modeling, Hyperreduction, Nonparametric uncertainty quantification, Probabilistic calibration