2 papers
cs.LG2022
An advanced spatio-temporal convolutional recurrent neural network for storm surge predictions
Ehsan Adeli, Luning Sun, Jianxun Wang +1
In this research paper, we study the capability of artificial neural network models to emulate storm surge based on the storm track/size/intensity history, leveraging a database of…
cs.LG2021
Convolutional generative adversarial imputation networks for spatio-temporal missing data in storm surge simulations
Ehsan Adeli, Jize Zhang, Alexandros A. Taflanidis
Imputation of missing data is a task that plays a vital role in a number of engineering and science applications. Often such missing data arise in experimental observations from li…