4.5 Article

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

Related references

Note: Only part of the references are listed.
Article Environmental Sciences

Elliptical Structures of Gravity Waves Produced by Typhoon Soudelor in 2015 near Taiwan

Fabrice Chane Ming et al.

ATMOSPHERE (2019)

Article Engineering, Civil

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

Chia-Cheng Tsai et al.

JOURNAL OF WATERWAY PORT COASTAL AND OCEAN ENGINEERING (2018)

Article Engineering, Civil

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

Chia-Cheng Tsai et al.

JOURNAL OF WATERWAY PORT COASTAL AND OCEAN ENGINEERING (2018)

Article Meteorology & Atmospheric Sciences

Using a Bayesian Regression Approach on Dual-Model Windstorm Simulations to Improve Wind Speed Prediction

Jaemo Yang et al.

JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY (2017)

Article Engineering, Civil

Conceptual weather environmental forecasting system for identifying potential failure of under-construction structures during typhoons

Chih-Chiang Wei

JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS (2017)

Article Computer Science, Artificial Intelligence

Hierarchical deep neural network for multivariate regression

Jun Du et al.

PATTERN RECOGNITION (2017)

Article Engineering, Electrical & Electronic

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

Vivienne Sze et al.

PROCEEDINGS OF THE IEEE (2017)

Article Meteorology & Atmospheric Sciences

Hindcasts of Integrated Kinetic Energy in Atlantic Tropical Cyclones: A Neural Network Prediction Scheme

Michael E. Kozar et al.

MONTHLY WEATHER REVIEW (2016)

Article Green & Sustainable Science & Technology

Transfer learning for short-term wind speed prediction with deep neural networks

Qinghua Hu et al.

RENEWABLE ENERGY (2016)

Article Meteorology & Atmospheric Sciences

Dynamical downscaling simulation and future projection of summer rainfall in Taiwan: Contributions from different types of rain events

Wan-Ru Huang et al.

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2016)

Article Computer Science, Interdisciplinary Applications

Comparing lazy and eager learning models for water level forecasting in river-reservoir basins of inundation regions

Chih-Chiang Wei

ENVIRONMENTAL MODELLING & SOFTWARE (2015)

Article Engineering, Civil

An EMD-recursive ARIMA method to predict wind speed for railway strong wind warning system

Hui Liu et al.

JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS (2015)

Article Acoustics

Deep neural network acoustic models for spoken assessment applications

Jian Cheng et al.

SPEECH COMMUNICATION (2015)

Article Meteorology & Atmospheric Sciences

Wind Conditions in a Fjordlike Bay and Predictions of Wind Speed Using Neighboring Stations Employing Neural Network Models

Jens J. Currie et al.

JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY (2014)

Article Engineering, Civil

Ensemble forecasting of typhoon rainfall and floods over a mountainous watershed in Taiwan

Ling-Feng Hsiao et al.

JOURNAL OF HYDROLOGY (2013)

Article Computer Science, Interdisciplinary Applications

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

David Carvalho et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2012)

Article Engineering, Civil

Modeling typhoon wind power spectra near sea surface based on measurements in the South China sea

Lixiao Li et al.

JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS (2012)

Article Green & Sustainable Science & Technology

Performance evaluation and accuracy enhancement of a day-ahead wind power forecasting system in China

Pan Zhao et al.

RENEWABLE ENERGY (2012)

Article Geochemistry & Geophysics

A possible mechanism responsible for exceptional rainfall over Taiwan from Typhoon Morakot

Xiangde Xu et al.

ATMOSPHERIC SCIENCE LETTERS (2011)

Article Meteorology & Atmospheric Sciences

Spatial Predictions of Extreme Wind Speeds over Switzerland Using Generalized Additive Models

Christophe Etienne et al.

JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY (2010)

Review Green & Sustainable Science & Technology

Review of the use of Numerical Weather Prediction (NWP) Models for wind energy assessment

Sultan Al-Yahyai et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2010)

Article Computer Science, Artificial Intelligence

Multilayer perceptrons: Approximation order and necessary number of hidden units

Stephan Trenn

IEEE TRANSACTIONS ON NEURAL NETWORKS (2008)

Article Computer Science, Interdisciplinary Applications

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

William C. Skamarock et al.

JOURNAL OF COMPUTATIONAL PHYSICS (2008)

Article Computer Science, Artificial Intelligence

A fast learning algorithm for deep belief nets

Geoffrey E. Hinton et al.

NEURAL COMPUTATION (2006)

Article Meteorology & Atmospheric Sciences

Object-based verification of precipitation forecasts. Part I: Methodology and application to mesoscale rain areas

Christopher Davis et al.

MONTHLY WEATHER REVIEW (2006)

Article Geosciences, Multidisciplinary

A modeling study of Typhoon Toraji (2001): Physical parameterization sensitivity and topographic effect

MJ Yang et al.

TERRESTRIAL ATMOSPHERIC AND OCEANIC SCIENCES (2005)