Graph neural ordinary differential equations for epidemic forecasting

Author:

Yanqin Xiong,Huandong WangORCID,Guanghua Liu,Yong Li,Tao Jiang

Publisher

Springer Science and Business Media LLC

Reference47 articles.

1. Bai, S., Kolter, J.Z., Koltun, V.: An empirical evaluation of generic convolutional and recurrent networks for sequence modeling. (2018) arXiv preprint arXiv:1803.01271

2. Balcan, D., Colizza, V., Gonçalves, B., Hu, H., Ramasco, J.J., Vespignani, A.: Multiscale mobility networks and the spatial spreading of infectious diseases. PNAS 106(51), 21484–21489 (2009)

3. Bhatia, A., Pasari, S., Mehta, A.: Earthquake forecasting using artificial neural networks. Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. 42, 823–827 (2018)

4. Bruna, J., Zaremba, W., Szlam, A., LeCun, Y.: Spectral networks and locally connected networks on graphs (2013) arXiv preprint arXiv:1312.6203

5. Chamberlain, B., Rowbottom, J., Gorinova, M.I., Bronstein, M., Webb, S., Rossi, E.: Grand: Graph neural diffusion. In: International Conference on Machine Learning, pp. 1407–1418 (2021). PMLR

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