Improved short-term prediction of significant wave height by decomposing deterministic and stochastic components

An application of a machine learning algorithm to determine and describe error patterns within wave model output

(2020) Ashley Ellenson et al.   COASTAL ENGINEERING

Forecasting, hindcasting and feature selection of ocean waves via recurrent and sequence-to-sequence networks

(2020) Mohammad Pirhooshyaran et al.   OCEAN ENGINEERING

A novel model to predict significant wave height based on long short-term memory network

(2020) Shuntao Fan et al.   OCEAN ENGINEERING

Estimating wave energy flux from significant wave height and peak period

(2020) Nicolas Guillou   RENEWABLE ENERGY

Bivariate copula modelling of successive wave periods in combined sea states

(2020) Weinan Huang et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Joint distribution of significant wave height and zero-up-crossing wave period using mixture copula method

(2020) Weinan Huang et al.   OCEAN ENGINEERING

Numerical wave modeling for operational and survival analyses of wave energy converters at the US Navy Wave Energy Test Site in Hawaii

(2020) Ning Li et al.   RENEWABLE ENERGY

Significant wave height prediction with CRBM-DBN model

(2019) Xining Zhang et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Probabilistic forecasting of coastal wave height during typhoon warning period using machine learning methods

(2019) Shien-Tsung Chen   JOURNAL OF HYDROINFORMATICS

Significant wave height forecasting via an extreme learning machine model integrated with improved complete ensemble empirical mode decomposition

(2019) Mumtaz Ali et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Wave energy assessment in the China adjacent seas on the basis of a 20-year SWAN simulation with unstructured grids

(2019) Yifan Lin et al.   RENEWABLE ENERGY

Prediction of short-term wind and wave conditions for marine operations using a multi-step-ahead decomposition-ANFIS model and quantification of its uncertainty

(2019) Mengning Wu et al.   OCEAN ENGINEERING

Probability distribution of wave periods in combined sea states with finite mixture models

(2019) Weinan Huang et al.   APPLIED OCEAN RESEARCH

Decomposing time series into deterministic and stochastic influences: A survey

(2019) Felipe S.L.G. Duarte et al.   DIGITAL SIGNAL PROCESSING

A machine learning framework to forecast wave conditions

(2018) Scott C. James et al.   COASTAL ENGINEERING

Ocean wave height prediction using ensemble of Extreme Learning Machine

(2018) N. Krishna Kumar et al.   NEUROCOMPUTING

Real-time forecasting of wave heights using EOF – wavelet – neural network hybrid model

(2018) Jihee Oh et al.   OCEAN ENGINEERING

A fuzzy KNN-based model for significant wave height prediction in large lakes

(2018) Mohammad Reza Nikoo et al.   OCEANOLOGIA

Experimental and numerical investigation on wave height and power take–off damping effects on the hydrodynamic performance of an offshore–stationary OWC wave energy converter

(2018) Ahmed Elhanafi et al.   RENEWABLE ENERGY

Predicting sea wave height using Symbiotic Organisms Search (SOS) algorithm

(2018) Saeid Akbarifard et al.   OCEAN ENGINEERING

Coastal Wave Height Prediction using Recurrent Neural Networks (RNNs) in the South Caspian Sea

(2017) Tayeb Sadeghifar et al.   MARINE GEODESY

Regional ocean wave height prediction using sequential learning neural networks

(2017) N. Krishna kumar et al.   OCEAN ENGINEERING

Application of neural networks and support vector machine for significant wave height prediction

(2017) Jadran Berbić et al.   OCEANOLOGIA

Prediction of extreme wave heights using neuro wavelet technique

(2016) Pradnya Dixit et al.   APPLIED OCEAN RESEARCH

A Coupled Numerical and Artificial Neural Network Model for Improving Location Specific Wave Forecast

(2016) S.N. Londhe et al.   APPLIED OCEAN RESEARCH

Neural-Network-Based Data Assimilation to Improve Numerical Ocean Wave Forecast

(2016) Aditya N. Deshmukh et al.   IEEE JOURNAL OF OCEANIC ENGINEERING

Significant wave height modelling using a hybrid Wavelet-genetic Programming approach

(2016) Sajad Shahabi et al.   KSCE Journal of Civil Engineering

Joint statistical models for significant wave height and wave period in a changing climate

(2016) Erik Vanem   MARINE STRUCTURES

Fuzzy time series forecasting of nonstationary wind and wave data

(2016) Christos Stefanakos   OCEAN ENGINEERING

Selection of climatic parameters affecting wave height prediction using an enhanced Takagi-Sugeno-based fuzzy methodology

(2016) Roslan Hashim et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Significant wave height and energy flux prediction for marine energy applications: A grouping genetic algorithm – Extreme Learning Machine approach

(2016) L. Cornejo-Bueno et al.   RENEWABLE ENERGY

Applying Empirical Mode Decomposition and mutual information to separate stochastic and deterministic influences embedded in signals

(2016) Ricardo Araújo Rios et al.   SIGNAL PROCESSING

Sea Wave Parameters Prediction by Support Vector Machine Using a Genetic Algorithm

(2015) Moussa S. Elbisy   JOURNAL OF COASTAL RESEARCH

Kurtosis as Peakedness, 1905–2014.R.I.P.

(2014) Peter H. Westfall   AMERICAN STATISTICIAN

Improved complete ensemble EMD: A suitable tool for biomedical signal processing

(2014) Marcelo A. Colominas et al.   Biomedical Signal Processing and Control

Wave energy resources along the Hawaiian Island chain

(2013) Justin E. Stopa et al.   RENEWABLE ENERGY

Improving time series modeling by decomposing and analyzing stochastic and deterministic influences

(2013) Ricardo Araújo Rios et al.   SIGNAL PROCESSING

MLR and ANN models of significant wave height on the west coast of India

(2012) Senay Asma et al.   COMPUTERS & GEOSCIENCES

Wave forecasts using wind information and genetic programming

(2012) S.P. Nitsure et al.   OCEAN ENGINEERING

Wave height prediction using the rough set theory

(2012) Armaghan Abed-Elmdoust et al.   OCEAN ENGINEERING

Evaluating the efficacy of SVMs, BNs, ANNs and ANFIS in wave height prediction

(2011) Iman Malekmohamadi et al.   OCEAN ENGINEERING

Atlas of global wave energy from 10 years of reanalysis and hindcast data

(2011) Randi A. Arinaga et al.   RENEWABLE ENERGY

Significant wave height forecasting using wavelet fuzzy logic approach

(2010) Mehmet Özger   OCEAN ENGINEERING

Wave height forecasting in Dayyer, the Persian Gulf

(2010) B. Kamranzad et al.   OCEAN ENGINEERING

Real time wave forecasting using wind time history and numerical model

(2010) Pooja Jain et al.   OCEAN MODELLING

Assessment of wave energy resources in Hawaii

(2010) Justin E. Stopa et al.   RENEWABLE ENERGY

A hybrid genetic algorithm–adaptive network-based fuzzy inference system in prediction of wave parameters

(2009) Morteza Zanaganeh et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Noise reduction method for chaotic signals based on dual-wavelet and spatial correlation

(2009) Min Han et al.   EXPERT SYSTEMS WITH APPLICATIONS

Forecasting ocean wave energy: Tests of time-series models

(2009) Gordon Reikard   OCEAN ENGINEERING

Prediction of significant wave height using regressive support vector machines

(2009) J. Mahjoobi et al.   OCEAN ENGINEERING

A fuzzy inference system for wind-wave modeling

(2009) Georgios Sylaios et al.   OCEAN ENGINEERING

An alternative approach for the prediction of significant wave heights based on classification and regression trees

(2008) J. Mahjoobi et al.   APPLIED OCEAN RESEARCH

Hindcasting of wave parameters using different soft computing methods

(2008) J. Mahjoobi et al.   APPLIED OCEAN RESEARCH

Learning from data for wind–wave forecasting

(2008) Ahmadreza Zamani et al.   OCEAN ENGINEERING

Wave hindcasting by coupling numerical model and artificial neural networks

(2007) I. Malekmohamadi et al.   OCEAN ENGINEERING