Search Results for author: Alexandros A. Taflanidis

Found 2 papers, 0 papers with code

An advanced spatio-temporal convolutional recurrent neural network for storm surge predictions

no code implementations18 Apr 2022 Ehsan Adeli, Luning Sun, JianXun Wang, Alexandros A. Taflanidis

This study presents a neural network model that can predict storm surge, informed by a database of synthetic storm simulations.

Time Series Time Series Analysis

Convolutional generative adversarial imputation networks for spatio-temporal missing data in storm surge simulations

no code implementations3 Nov 2021 Ehsan Adeli, Jize Zhang, Alexandros A. Taflanidis

The proposed method's performance by considering the improvements and adaptations required for the storm surge data is assessed and compared to the original GAIN and a few other techniques.

Imputation Time Series Analysis

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