Koopman-Based Approach to Nonintrusive Projection-Based Reduced-Order Modeling with Black-Box High-Fidelity Models

Koopman Invariant Subspaces and Finite Linear Representations of Nonlinear Dynamical Systems for Control

(2016) Steven L. Brunton et al.   PLoS One

Evaluation of Aerodynamic Loads via Reduced-Order Methodology

(2015) Marco Fossati   AIAA JOURNAL

Non-intrusive reduced order modelling of the Navier–Stokes equations

(2015) D. Xiao et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Dynamic data-driven reduced-order models

(2015) Benjamin Peherstorfer et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Non-intrusive reduced-order modelling of the Navier-Stokes equations based on RBF interpolation

(2015) D. Xiao et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS

A Data–Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition

(2015) Matthew O. Williams et al.   JOURNAL OF NONLINEAR SCIENCE

Projection-Based Reduced-Order Modeling for Spacecraft Thermal Analysis

(2015) Jing Qian et al.   JOURNAL OF SPACECRAFT AND ROCKETS

A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems

(2015) Peter Benner et al.   SIAM REVIEW

Reduced-Order Modeling of Unsteady Aerodynamics Across Multiple Mach Regimes

(2014) Torstens Skujins et al.   JOURNAL OF AIRCRAFT

Reduced-Order Aerothermoelastic Framework for Hypersonic Vehicle Control Simulation

(2012) Nathan J. Falkiewicz et al.   AIAA JOURNAL

Multiblade Reduced-Order Aerodynamics for State-Space Aeroelastic Modeling of Rotors

(2012) Massimo Gennaretti et al.   JOURNAL OF AIRCRAFT

Efficient global optimization algorithm assisted by multiple surrogate techniques

(2012) Felipe A. C. Viana et al.   JOURNAL OF GLOBAL OPTIMIZATION

Reduced-order modeling based on POD of a parabolized Navier-Stokes equation model I: forward model

(2011) J. Du et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS

Reduced-Order Nonlinear Unsteady Aerodynamic Modeling Using a Surrogate-Based Recurrence Framework

(2010) Bryan Glaz et al.   AIAA JOURNAL

Dynamic mode decomposition of numerical and experimental data

(2010) PETER J. SCHMID   JOURNAL OF FLUID MECHANICS

Nonlinear Model Reduction via Discrete Empirical Interpolation

(2010) Saifon Chaturantabut et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Recent advances in surrogate-based optimization

(2009) Alexander I.J. Forrester et al.   PROGRESS IN AEROSPACE SCIENCES

Parametric Reduced-Order Models for Probabilistic Analysis of Unsteady Aerodynamic Applications

(2008) T. Bui-Thanh et al.   AIAA JOURNAL

Interpolation Method for Adapting Reduced-Order Models and Application to Aeroelasticity

(2008) D. Amsallem et al.   AIAA JOURNAL