Forecasting of Typhoon-Induced Wind-Wave by Using Convolutional Deep Learning on Fused Data of Remote Sensing and Ground Measurements

Modular Neural Networks with Fully Convolutional Networks for Typhoon-Induced Short-Term Rainfall Predictions

(2021) Chih-Chiang Wei et al.   SENSORS

Multi-Step Short-Term Wind Speed Prediction Using a Residual Dilated Causal Convolutional Network with Nonlinear Attention

(2020) Kumar Shivam et al.   Energies

Convcast: An embedded convolutional LSTM based architecture for precipitation nowcasting using satellite data

(2020) Ashutosh Kumar et al.   PLoS One

Estimation of Hourly Rainfall during Typhoons Using Radar Mosaic-Based Convolutional Neural Networks

(2020) Chih-Chiang Wei et al.   Remote Sensing

Development of Stacked Long Short-Term Memory Neural Networks with Numerical Solutions for Wind Velocity Predictions

(2020) Chih-Chiang Wei   Advances in Meteorology

Significant wave height prediction with CRBM-DBN model

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

Automatic Lip-Reading System Based on Deep Convolutional Neural Network and Attention-Based Long Short-Term Memory

(2019) Yuanyao Lu et al.   Applied Sciences-Basel

Predicting day-ahead solar irradiance through gated recurrent unit using weather forecasting data

(2019) Bixuan Gao et al.   Journal of Renewable and Sustainable Energy

Nearshore two-step typhoon wind-wave prediction using deep recurrent neural networks

(2019) Chih-Chiang Wei et al.   JOURNAL OF HYDROINFORMATICS

Study on Wind Simulations Using Deep Learning Techniques during Typhoons: A Case Study of Northern Taiwan

(2019) Chih-Chiang Wei   Atmosphere

Wind Speed Prediction with Spatio–Temporal Correlation: A Deep Learning Approach

(2018) Qiaomu Zhu et al.   Energies

Combining weather condition data to predict traffic flow: a GRU-based deep learning approach

(2018) Da Zhang et al.   IET Intelligent Transport Systems

Artificial Neural Network for Forecasting Wave Heights along a Ship’s Route during Hurricanes

(2018) Chia-Cheng Tsai et al.   JOURNAL OF WATERWAY PORT COASTAL AND OCEAN ENGINEERING

Regional Forecasting of Wind Speeds during Typhoon Landfall in Taiwan: A Case Study of Westward-Moving Typhoons

(2018) Chih-Chiang Wei et al.   Atmosphere

Artificial Neural Network for Forecasting Wave Heights along a Ship’s Route during Hurricanes

(2018) Chia-Cheng Tsai et al.   JOURNAL OF WATERWAY PORT COASTAL AND OCEAN ENGINEERING

Wind Speed Forecasting Method Using EEMD and the Combination Forecasting Method Based on GPR and LSTM

(2018) Yuansheng Huang et al.   Sustainability

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

Deep belief network based deterministic and probabilistic wind speed forecasting approach

(2016) H.Z. Wang et al.   APPLIED ENERGY

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

(2016) Francisco Ordóñez et al.   SENSORS

A review of gauge–radar merging methods for quantitative precipitation estimation in hydrology

(2015) Jack L. McKee et al.   Canadian Water Resources Journal

Surface Wind Nowcasting in the Penghu Islands Based on Classified Typhoon Tracks and the Effects of the Central Mountain Range of Taiwan

(2014) Chih-Chiang Wei   WEATHER AND FORECASTING

A sensitivity study of the WRF model in wind simulation for an area of high wind energy

(2012) David Carvalho et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Simulated wave-driven ANN model for typhoon waves

(2010) Hsien-Kuo Chang et al.   ADVANCES IN ENGINEERING SOFTWARE

Retrieval of High-Resolution Wind Fields over the Southern Korean Peninsula Using the Doppler Weather Radar Network

(2008) S-G. Park et al.   WEATHER AND FORECASTING

A time-split nonhydrostatic atmospheric model for weather research and forecasting applications

(2007) William C. Skamarock et al.   JOURNAL OF COMPUTATIONAL PHYSICS