A comparative study of wind-induced dynamic response models of long-span bridges using artificial neural networks, support vector regression and buffeting theory

A neural network surrogate model for the performance assessment of a vertical structure subjected to non-stationary, tornadic wind loads

(2020) Viet Le et al.   COMPUTERS & STRUCTURES

Artificial Neural Network model to predict the flutter velocity of suspension bridges

(2020) Fabio Rizzo et al.   COMPUTERS & STRUCTURES

CFD-based aeroelastic characterization of streamlined bridge deck cross-sections subject to shape modifications using surrogate models

(2018) M. Cid Montoya et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Evaluation of mast measurements and wind tunnel terrain models to describe spatially variable wind field characteristics for long-span bridge design

(2018) Tor M. Lystad et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Strong wind characteristics and dynamic response of a long-span suspension bridge during a storm

(2018) Aksel Fenerci et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Data-driven modeling of vortex-induced vibration of a long-span suspension bridge using decision tree learning and support vector regression

(2018) Shanwu Li et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Site-specific data-driven probabilistic wind field modeling for the wind-induced response prediction of cable-supported bridges

(2018) Aksel Fenerci et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Long-term monitoring of wind field characteristics and dynamic response of a long-span suspension bridge in complex terrain

(2017) Aksel Fenerci et al.   ENGINEERING STRUCTURES

Operational modal analysis of an end-supported pontoon bridge

(2017) Knut Andreas Kvåle et al.   ENGINEERING STRUCTURES

Measured Buffeting Response of a Long-Span Suspension Bridge Compared with Numerical Predictions Based on Design Wind Spectra

(2017) Aksel Fenerci et al.   JOURNAL OF STRUCTURAL ENGINEERING

Tropical Storm–Induced Buffeting Response of Long-Span Bridges: Enhanced Nonstationary Buffeting Force Model

(2017) Liang Hu et al.   JOURNAL OF STRUCTURAL ENGINEERING

An enhanced forced vibration rig for wind tunnel testing of bridge deck section models in arbitrary motion

(2017) Bartosz Siedziako et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Measured Buffeting Response of a Long-Span Suspension Bridge Compared with Numerical Predictions Based on Design Wind Spectra

(2017) Aksel Fenerci et al.   JOURNAL OF STRUCTURAL ENGINEERING

Tropical Storm–Induced Buffeting Response of Long-Span Bridges: Enhanced Nonstationary Buffeting Force Model

(2017) Liang Hu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Buffeting response of a suspension bridge in complex terrain

(2016) Etienne Cheynet et al.   ENGINEERING STRUCTURES

Aerodynamic shape optimization of civil structures: A CFD-enabled Kriging-based approach

(2015) Enrica Bernardini et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Typhoon-induced non-stationary buffeting response of long-span bridges in complex terrain

(2013) Liang Hu et al.   ENGINEERING STRUCTURES

Modeling hysteretic nonlinear behavior of bridge aerodynamics via cellular automata nested neural network

(2011) Teng Wu et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Prediction of flutter derivatives by artificial neural networks

(2008) Chern-Hwa Chen et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A new numerical approach to reproduce bridge aerodynamic non-linearities in time domain

(2008) G. Diana et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS