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Assessment of unsteady flow predictions using hybrid deep learning based reduced-order models
In this paper, we present two deep learning-based hybrid data-driven reduced-order models
for prediction of unsteady fluid flows. These hybrid models rely on recurrent neural networks …
for prediction of unsteady fluid flows. These hybrid models rely on recurrent neural networks …
An overview of the combined interface boundary condition method for fluid–structure interaction
This review article summarizes the basis and recent developments on the combined
interface boundary condition (CIBC) method for the numerical simulation of fluid–structure …
interface boundary condition (CIBC) method for the numerical simulation of fluid–structure …
A stable second-order partitioned iterative scheme for freely vibrating low-mass bluff bodies in a uniform flow
We present a stable partitioned iterative scheme for solving fluid–body interaction problems
at low structure-to-fluid mass ratio. The scheme relies on the so-called nonlinear interface …
at low structure-to-fluid mass ratio. The scheme relies on the so-called nonlinear interface …
Self-induced flap** dynamics of a flexible inverted foil in a uniform flow
We present a numerical study on the self-induced flap** dynamics of an inverted flexible
foil in a uniform flow. A high-order coupled fluid–structure solver based on fully coupled …
foil in a uniform flow. A high-order coupled fluid–structure solver based on fully coupled …
Model reduction and mechanism for the vortex-induced vibrations of bluff bodies
We present an effective reduced-order model (ROM) technique to couple an incompressible
flow with a transversely vibrating bluff body in a state-space format. The ROM of the …
flow with a transversely vibrating bluff body in a state-space format. The ROM of the …
Partitioned iterative and dynamic subgrid-scale methods for freely vibrating square-section structures at subcritical Reynolds number
In this paper, we present a partitioned iterative and a dynamic subgrid-scale (SGS) scheme
to simulate flow-induced vibration of freely vibrating structures in a turbulent flow. The hybrid …
to simulate flow-induced vibration of freely vibrating structures in a turbulent flow. The hybrid …
A hybrid model for simulation of fluid–structure interaction in water entry problems
A hydroelastic hybrid model is developed to simulate the fluid–structure interaction in water
entry problems using the partitioned approach. The interactions between a flat plate and the …
entry problems using the partitioned approach. The interactions between a flat plate and the …
[KNIHA][B] Computational Mechanics of Fluid-Structure Interaction
Before proceeding with the variational formulation of the fluid-structure coupled system, let
us look at the convection-diffusion-reaction (CDR) equation which forms a canonical …
us look at the convection-diffusion-reaction (CDR) equation which forms a canonical …
Reduced order model for unsteady fluid flows via recurrent neural networks
In this paper, we present a data-driven approach to construct a reduced-order model (ROM)
for the unsteady flow field and fluid-structure interaction. This proposed approach relies on …
for the unsteady flow field and fluid-structure interaction. This proposed approach relies on …
Data-driven unsteady aeroelastic modeling for control
Aeroelastic structures, from insect wings to wind turbine blades, experience transient
unsteady aerodynamic loads that are coupled to their motion. Effective real-time control of …
unsteady aerodynamic loads that are coupled to their motion. Effective real-time control of …