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20122022
most citedThe GNAT method for nonlinear model reduction: effective implementation and application to computational fluid dynamics and turbulent flows

672 citations · 1.2k across the 19 of their papers we have counts for

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5 papers · 1 filter

cs.CE2022★ 7 cited

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

Joshua L Barnett, Charbel Farhat, Yvon Maday

Inspired by our previous work on mitigating the Kolmogorov barrier using a quadratic approximation manifold, we propose in this paper a computationally tractable approach for combi…

cs.CE2022★ 104 cited

Quadratic Approximation Manifold for Mitigating the Kolmogorov Barrier in Nonlinear Projection-Based Model Order Reduction

Joshua Barnett, Charbel Farhat

A quadratic approximation manifold is presented for performing nonlinear, projection-based, model order reduction (PMOR). It constitutes a departure from the traditional affine sub…

cs.CE2020★ 24 cited

A Computationally Tractable Framework for Nonlinear Dynamic Multiscale Modeling of Membrane Fabric

Philip Avery, Daniel Z. Huang, Wanli He +3

A general-purpose computational homogenization framework is proposed for the nonlinear dynamic analysis of membranes exhibiting complex microscale and/or mesoscale heterogeneity ch…

cs.CE2019★ 1 cited

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

Daniel Z. Huang, Philip Avery, Charbel Farhat +3

A high fidelity multi-physics Eulerian computational framework is presented for the simulation of supersonic parachute inflation during Mars landing. Unlike previous investigations…

cs.CE2019★ 1 cited

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

Daniel Z. Huang, Philip Avery, Charbel Farhat

Cable subsystems characterized by long, slender, and flexible structural elements are featured in numerous engineering systems. In each of them, interaction between an individual c…