Application of a long short-term memory neural network for modeling transonic buffet aerodynamics

Reduced-order modeling of dynamic stall using neuro-fuzzy inference system and orthogonal functions

(2020) Massoud Tatar et al.   PHYSICS OF FLUIDS

Deep neural network for unsteady aerodynamic and aeroelastic modeling across multiple Mach numbers

(2019) Kai Li et al.   NONLINEAR DYNAMICS

Multi-variable Volterra kernels identification using time-delay neural networks: application to unsteady aerodynamic loading

(2019) N. C. G. de Paula et al.   NONLINEAR DYNAMICS

Nonlinear identification via connected neural networks for unsteady aerodynamic analysis

(2018) Maximilian Winter et al.   AEROSPACE SCIENCE AND TECHNOLOGY

A reduced-order model for compressible flows with buffeting condition using higher order dynamic mode decomposition with a mode selection criterion

(2018) Jiaqing Kou et al.   PHYSICS OF FLUIDS

Volterra Kernels Assessment via Time-Delay Neural Networks for Nonlinear Unsteady Aerodynamic Loading Identification

(2018) Natália C. G. de Paula et al.   AIAA JOURNAL

LSTM network: a deep learning approach for short-term traffic forecast

(2017) Zheng Zhao et al.   IET Intelligent Transport Systems

Layered reduced-order models for nonlinear aerodynamics and aeroelasticity

(2017) Jiaqing Kou et al.   JOURNAL OF FLUIDS AND STRUCTURES

Neurofuzzy-Model-Based Unsteady Aerodynamic Computations Across Varying Freestream Conditions

(2016) Maximilian Winter et al.   AIAA JOURNAL

Nonlinear Aerodynamic Reduced-Order Model for Limit-Cycle Oscillation and Flutter

(2016) Weiwei Zhang et al.   AIAA JOURNAL

Novel Wiener models with a time-delayed nonlinear block and their identification

(2016) Jiaqing Kou et al.   NONLINEAR DYNAMICS

Stability, Receptivity, and Sensitivity Analyses of Buffeting Transonic Flow over a Profile

(2015) Fulvio Sartor et al.   AIAA JOURNAL

The interaction between flutter and buffet in transonic flow

(2015) Weiwei Zhang et al.   NONLINEAR DYNAMICS

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

(2015) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Nonlinear aeroelastic reduced order modeling by recurrent neural networks

(2014) Andrea Mannarino et al.   JOURNAL OF FLUIDS AND STRUCTURES

Proper Orthogonal Decomposition, surrogate modelling and evolutionary optimization in aerodynamic design

(2013) Emiliano Iuliano et al.   COMPUTERS & FLUIDS

Reynolds-Averaged Navier-Stokes Study of the Shock-Buffet Instability Mechanism

(2012) Michael Iovnovich et al.   AIAA JOURNAL

Efficient Method for Limit Cycle Flutter Analysis Based on Nonlinear Aerodynamic Reduced-Order Models

(2012) Weiwei Zhang et al.   AIAA JOURNAL

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

(2010) Bryan Glaz et al.   AIAA JOURNAL

Frequency lock-in phenomenon for oscillating airfoils in buffeting flows

(2010) D.E. Raveh et al.   JOURNAL OF FLUIDS AND STRUCTURES

Review of unsteady transonic aerodynamics: Theory and applications

(2010) Oddvar O. Bendiksen   PROGRESS IN AEROSPACE SCIENCES

Numerical Study of an Oscillating Airfoil in Transonic Buffeting Flows

(2009) Daniella E. Raveh   AIAA JOURNAL