A hybrid VMD-LSTM/GRU model to predict non-stationary and irregular waves on the east coast of China

A hybrid EMD-LSTM model for non-stationary wave prediction in offshore China

(2022) Wei Hao et al.   OCEAN ENGINEERING

A two-stage intrusion detection system with auto-encoder and LSTMs

(2022) Earum Mushtaq et al.   APPLIED SOFT COMPUTING

Multi-step forecasting of ocean wave height using gate recurrent unit networks with multivariate time series

(2022) Xinfang Li et al.   OCEAN ENGINEERING

Forecasts for international financial series with VMD algorithms

(2022) Wei Guo et al.   Journal of Asian Economics

An EMD-LSTM-SVR model for the short-term roll and sway predictions of semi-submersible

(2022) Yutu Ye et al.   OCEAN ENGINEERING

Validation of a TLP wind turbine numerical model against model-scale tests under regular and irregular waves

(2022) Mustafa Vardaroglu et al.   OCEAN ENGINEERING

Spatial-temporal wave height forecast using deep learning and public reanalysis dataset

(2022) Ti Zilong et al.   APPLIED ENERGY

Systematization of short-term forecasts of regional wave heights using a machine learning technique and long-term wave hindcast

(2022) Seongho Ahn et al.   OCEAN ENGINEERING

Wave height forecast method with multi-step training set extension LSTM neural network

(2022) Ji Yao et al.   OCEAN ENGINEERING

Numerical simulation of ship maneuvring by a hybrid method with propulsive factors in waves taken into account

(2022) Jiaye Gong et al.   OCEAN ENGINEERING

Modelling and CFD simulation of the trajectory of an oil spill in a large domain: Analysis of the 2003 Foss Barge — Point Wells event

(2022) Ricardo Sbragio et al.   OCEAN ENGINEERING

Numerical investigation on hopf bifurcation problem for nonlinear dynamics of a towed vessel in calm water and waves

(2022) Bo Woo Nam et al.   OCEAN ENGINEERING

A review of recent development for the CFD-DEM investigations of non-spherical particles

(2022) Huaqing Ma et al.   POWDER TECHNOLOGY

Dynamic ensemble deep echo state network for significant wave height forecasting

(2022) Ruobin Gao et al.   APPLIED ENERGY

Hybrid model based on VMD decomposition, clustering analysis, long short memory network, ensemble learning and error complementation for short-term wind speed forecasting assisted by Flink platform

(2022) Zexian Sun et al.   ENERGY

Prediction of significant wave height in hurricane area of the Atlantic Ocean using the Bi-LSTM with attention model

(2022) Qin-Rui Luo et al.   OCEAN ENGINEERING

Forecasting of Beijing PM2.5 with a hybrid ARIMA model based on integrated AIC and improved GS fixed-order methods and seasonal decomposition

(2022) Lingxiao Zhao et al.   Heliyon

Forecasting of COVID-19 using deep layer Recurrent Neural Networks (RNNs) with Gated Recurrent Units (GRUs) and Long Short-Term Memory (LSTM) cells

(2021) K.E. ArunKumar et al.   CHAOS SOLITONS & FRACTALS

PM2.5 concentration forecasting at surface monitoring sites using GRU neural network based on empirical mode decomposition

(2021) Guoyan Huang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A novel hybrid model based on STL decomposition and one-dimensional convolutional neural networks with positional encoding for significant wave height forecast

(2021) Shaobo Yang et al.   RENEWABLE ENERGY

GMDH-based wave prediction model for one-week nearshore waves using one-week forecasted global wave data

(2021) Sooyoul Kim et al.   APPLIED OCEAN RESEARCH

Crude oil price prediction: A comparison between AdaBoost-LSTM and AdaBoost-GRU for improving forecasting performance

(2021) Ganiyu Adewale Busari et al.   COMPUTERS & CHEMICAL ENGINEERING

Inline forces and bow wave height on a vertical cylinder moving in waves — Experimental study and CFD validation

(2021) Ahmed Elhanafi et al.   JOURNAL OF FLUIDS AND STRUCTURES

Adaptive VMD based optimized deep learning mixed kernel ELM autoencoder for single and multistep wind power forecasting

(2021) Vijaya Krishna Rayi et al.   ENERGY

An EMD-SVR model for short-term prediction of ship motion using mirror symmetry and SVR algorithms to eliminate EMD boundary effect

(2020) Zhihong Nie et al.   OCEAN ENGINEERING

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

A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting

(2018) Mingfei Niu et al.   APPLIED MATHEMATICAL MODELLING

A new intelligent method based on combination of VMD and ELM for short term wind power forecasting

(2016) Ali Akbar Abdoos   NEUROCOMPUTING

A hybrid EMD-SVR model for the short-term prediction of significant wave height

(2016) W.Y. Duan et al.   OCEAN ENGINEERING

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Numerical simulation of tsunami wave height distribution for Turkish Black Sea coast in nonlinear dynamic keyboard model of underwater seismic source

(2013) R.Kh. Mazova et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

A joint distribution of significant wave height and characteristic surf parameter

(2010) Dag Myrhaug et al.   COASTAL ENGINEERING

Statistical power of an information-based test and its application to wave height data

(2010) Ahmet Sezer et al.   COMPUTERS & GEOSCIENCES

Investigating the advantages and disadvantages of realistic approach and porous approach for closely packed pebbles in CFD simulation

(2010) C.Y. Wu et al.   NUCLEAR ENGINEERING AND DESIGN

Progress in ocean wave forecasting

(2007) Peter A.E.M. Janssen   JOURNAL OF COMPUTATIONAL PHYSICS