Search Results for author: Hwangyong Choi

Found 2 papers, 2 papers with code

Graph Neural Controlled Differential Equations for Traffic Forecasting

1 code implementation7 Dec 2021 Jeongwhan Choi, Hwangyong Choi, Jeehyun Hwang, Noseong Park

A prevalent approach in the field is to combine graph convolutional networks and recurrent neural networks for the spatio-temporal processing.

Spatio-Temporal Forecasting Time Series Forecasting +1

Climate Modeling with Neural Diffusion Equations

2 code implementations11 Nov 2021 Jeehyun Hwang, Jeongwhan Choi, Hwangyong Choi, Kookjin Lee, Dongeun Lee, Noseong Park

On the other hand, neural ordinary differential equations (NODEs) are to learn a latent governing equation of ODE from data.

Weather Forecasting

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