Machine learning-based prediction of crosswind vibrations of rectangular cylinders

Machine learning strategy for predicting flutter performance of streamlined box girders

(2021) Haili Liao et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Predicting wind pressures around circular cylinders using machine learning techniques

(2020) Gang Hu et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Incorporation of turbulence in a nonlinear wake-oscillator model for the prediction of unsteady galloping response

(2020) Claudio Mannini   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A novel long short-term memory neural-network-based self-excited force model of limit cycle oscillations of nonlinear flutter for various aerodynamic configurations

(2020) Wenjie Li et al.   NONLINEAR DYNAMICS

Deep learning-based investigation of wind pressures on tall building under interference effects

(2020) Gang Hu et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A probabilistic approach for short-term prediction of wind gust speed using ensemble learning

(2020) Hao Wang et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Automated modal identification using principal component and cluster analysis: Application to a long‐span cable‐stayed bridge

(2019) Jian‐Xiao Mao et al.   Structural Control & Health Monitoring

Unsteady galloping of a rectangular cylinder in turbulent flow

(2018) Claudio Mannini 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

Prediction model of velocity field around circular cylinder over various Reynolds numbers by fusion convolutional neural networks based on pressure on the cylinder

(2018) Xiaowei Jin et al.   PHYSICS OF FLUIDS

Short-term photovoltaic solar power forecasting using a hybrid Wavelet-PSO-SVM model based on SCADA and Meteorological information

(2018) Abinet Tesfaye Eseye et al.   RENEWABLE ENERGY

Modification of landslide susceptibility mapping using optimized PSO-ANN technique

(2018) Hossein Moayedi et al.   ENGINEERING WITH COMPUTERS

Cluster analysis of winds and wind-induced vibrations on a long-span bridge based on long-term field monitoring data

(2017) Shanwu Li et al.   ENGINEERING STRUCTURES

Nonlinear mathematical model of unsteady galloping force on a rectangular 2:1 cylinder

(2017) Guang-zhong Gao et al.   JOURNAL OF FLUIDS AND STRUCTURES

Prediction of wind loads on high-rise building using a BP neural network combined with POD

(2017) Huang Dongmei et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Points of Significance: Classification and regression trees

(2017) Martin Krzywinski et al.   NATURE METHODS

Aeroelastic stability of two long-span arch structures: A collaborative experience in two wind tunnel facilities

(2016) Claudio Mannini et al.   ENGINEERING STRUCTURES

Prediction of air-overpressure caused by mine blasting using a new hybrid PSO–SVR model

(2016) Mahdi Hasanipanah et al.   ENGINEERING WITH COMPUTERS

Interference of vortex-induced vibration and transverse galloping for a rectangular cylinder

(2016) Claudio Mannini et al.   JOURNAL OF FLUIDS AND STRUCTURES

Application of PSO to develop a powerful equation for prediction of flyrock due to blasting

(2016) Mahdi Hasanipanah et al.   NEURAL COMPUTING & APPLICATIONS

Two Machine Learning Approaches for Short-Term Wind Speed Time-Series Prediction

(2016) Ronay Ak et al.   IEEE Transactions on Neural Networks and Learning Systems

Passive jet control of flow around a circular cylinder

(2015) Wen-Li Chen et al.   EXPERIMENTS IN FLUIDS

An experimental investigation on vortex induced vibration of a flexible inclined cable under a shear flow

(2015) Wen-Li Chen et al.   JOURNAL OF FLUIDS AND STRUCTURES

An experimental study on the unsteady vortices and turbulent flow structures around twin-box-girder bridge deck models with different gap ratios

(2014) Wen-Li Chen et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

VIV–galloping instability of rectangular cylinders: Review and new experiments

(2014) C. Mannini et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Experimental investigation on VIV-galloping interaction of a rectangular 3:2 cylinder

(2014) Claudio Mannini et al.   MECCANICA

Investigation and control of vortex-induced vibration of twin box girders

(2013) Shujin Laima et al.   JOURNAL OF FLUIDS AND STRUCTURES

Suppression of vortex-induced vibration of a circular cylinder using suction-based flow control

(2013) Wen-Li Chen et al.   JOURNAL OF FLUIDS AND STRUCTURES

Numerical study on the suppression of the vortex-induced vibration of an elastically mounted cylinder by a traveling wave wall

(2013) Feng Xu et al.   JOURNAL OF FLUIDS AND STRUCTURES

Compressive sensing based machine learning strategy for characterizing the flow around a cylinder with limited pressure measurements

(2013) Ido Bright et al.   PHYSICS OF FLUIDS

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

Vortex-induced vibration of a square cylinder in wind tunnel

(2010) Xavier Amandolèse et al.   COMPTES RENDUS MECANIQUE

An ultrasonic transmission thickness measurement system for study of water rivulets characteristics of stay cables suffering from wind–rain-induced vibration

(2010) Feng-Chen Li et al.   SENSORS AND ACTUATORS A-PHYSICAL

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY