Prediction of mean wave overtopping at simple sloped breakwaters using kernel-based methods

Wave overtopping at vertical and battered smooth impermeable structures

(2021) Saeed Shaeri et al.   COASTAL ENGINEERING

Riprap incipient motion for overtopping flows with machine learning models

(2020) Mohammad Najafzadeh et al.   JOURNAL OF HYDROINFORMATICS

Individual wave overtopping at coastal structures: A critical review and the existing challenges

(2020) Ali Koosheh et al.   APPLIED OCEAN RESEARCH

Development of Wave Overtopping Formulas for Inclined Seawalls using GMDH Algorithm

(2019) Seok Bong Lee et al.   KSCE Journal of Civil Engineering

A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions

(2018) Eric Schulz et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Predicting scour depth at seawalls using GP and ANNs

(2017) Ali Pourzangbar et al.   JOURNAL OF HYDROINFORMATICS

An integrated Gaussian process regression for prediction of remaining useful life of slow speed bearings based on acoustic emission

(2017) S.A. Aye et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Prediction of wave overtopping at vertical structures

(2016) Amir Etemad-Shahidi et al.   COASTAL ENGINEERING

Prediction of extreme and tolerable wave overtopping discharges through an advanced neural network

(2016) Barbara Zanuttigh et al.   OCEAN ENGINEERING

Effect of sea level rise on nearshore significant waves and coastal structures

(2016) Se-Hyeon Cheon et al.   OCEAN ENGINEERING

Short-term wind speed prediction using empirical wavelet transform and Gaussian process regression

(2015) Jianming Hu et al.   ENERGY

ANFIS and ANN models for the estimation of wind and wave-induced current velocities at Joeutsu-Ogata coast

(2015) Morteza Zanganeh et al.   JOURNAL OF HYDROINFORMATICS

Evaluation of GA-SVR method for modeling bed load transport in gravel-bed rivers

(2015) Kiyoumars Roushangar et al.   JOURNAL OF HYDROLOGY

Monthly streamflow forecasting using Gaussian Process Regression

(2014) Alexander Y. Sun et al.   JOURNAL OF HYDROLOGY

New formulae for prediction of wave overtopping at inclined structures with smooth impermeable surface

(2014) Amir Etemad-Shahidi et al.   OCEAN ENGINEERING

Stream water temperature prediction based on Gaussian process regression

(2013) Ratko Grbić et al.   EXPERT SYSTEMS WITH APPLICATIONS

Estimation of current-induced pile groups scour using a rule-based method

(2013) N. Ghaemi et al.   JOURNAL OF HYDROINFORMATICS

Prediction of pile group scour in waves using support vector machines and ANN

(2011) Samaneh Ghazanfari-Hashemi et al.   JOURNAL OF HYDROINFORMATICS

Evaluation of regular wave scour around a circular pile using data mining approaches

(2010) M.K. Ayoubloo et al.   APPLIED OCEAN RESEARCH

Prediction of longitudinal dispersion coefficients in natural rivers using genetic algorithm

(2009) Rajeev Ranjan Sahay et al.   HYDROLOGY RESEARCH

An alternative approach for investigation of the wave-induced scour around pipelines

(2009) M. H. Kazeminezhad et al.   JOURNAL OF HYDROINFORMATICS

Combined classifier–quantifier model: A 2-phases neural model for prediction of wave overtopping at coastal structures

(2008) Hadewych Verhaeghe et al.   COASTAL ENGINEERING

Numerical investigations of wave overtopping at coastal structures

(2008) D.M. Ingram et al.   COASTAL ENGINEERING

Wave Overtopping of Póvoa de Varzim Breakwater: Physical and Numerical Simulations

(2008) Maria Graça Neves et al.   JOURNAL OF WATERWAY PORT COASTAL AND OCEAN ENGINEERING

Numerical analysis of wave overtopping of rubble mound breakwaters

(2007) Inigo J. Losada et al.   COASTAL ENGINEERING