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Charbel Farhat

United States

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Professors in United States Professors in Fluid Mechanics Fluid Mechanics professors in United States

Articles (12)

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2026

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2026

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2026

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2026

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2025

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2025

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2025

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2025

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2025

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2025

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2025

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2022

Collaborators (4)

Zimi Jenmy Zhang

CANADA

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Jason Rabinovitch

Assistant Professor

Stevens Institute of Technology

UNITED STATES

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D. Dane Quinn

Professor

University of Akron

UNITED STATES

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Christian Soize

Professor

Université Gustave Eiffel

FRANCE

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Charbel Farhat

Research Interests

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Articles (12)

Submesh inner product for projection-based model order reduction with adaptive mesh refinement

A staggered training framework for mechanics-informed neural networks in tractable multiscale homogenization with application to woven fabrics

A local-length-scale-based mesh adaptation method for compressible multi-material flows

Nonlinear projection-based model order reduction with machine learning regression for closure error modeling in the latent space

Permeability Modeling of the Mars 2020 Parachute Broadcloth Material

A tractable nonparametric probabilistic approach for modeling and quantifying model-form uncertainty in turbulent CFD

Probabilistic learning from real-world observations of systems with unknown inputs for model-form UQ and digital twinning

Reduced Order Modeling conditioned on monitored features for response and error bounds estimation in engineered systems

Projection-based model order reduction of embedded boundary models for CFD and nonlinear FSI

Mesh Adaptation Grounded in a Local Length Scale for Compressible Multi-Material Flows

Projection-Based Model Order Reduction of Adaptively Refined Large-Scale Turbulent Flows

Space‐local reduced‐order bases for accelerating reduced‐order models through sparsity

Collaborators (4)

Zimi Jenmy Zhang

Jason Rabinovitch

D. Dane Quinn

Christian Soize

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