Publications

Conference Proceedings

2021

[4d] Z. Li, M. Liu-Schiaffini, N. Kovachki, K. Azizzadenesheli, B. Liu, K. Bhattacharya, A. Stuart, A. Anandkumar;
Learning Dissipative Dynamics in Chaotic Systems, Advances in Neural Information Processing Systems, Neurips 2022.
[Preprint]

[3d] Z. Li, N. Kovachki, K. Azizzadenesheli, B. Liu, K. Bhattacharya, A. Stuart, A. Anandkumar; Fourier Neural Operator for Parametric Partial Differential Equations. 9th International Conference on Learning Representations ICLR 2021.
[Preprint]

2020

[2d]  Z. Li, N. Kovachki, K. Azizzadenesheli, B. Liu, K. Bhattacharya, A. Stuart, A. Anandkumar; Multipole Graph Neural Operator for Parametric Partial Differential Equations, Advances in Neural Information Processing Systems, Neurips 2020, pages  6755--6766.
[Preprint]

[1d] Z. Li, N. Kovachki, K. Azizzadenesheli, B. Liu, K. Bhattacharya, A. Stuart, A. Anandkumar; Neural Operator: Graph Kernel Network for Partial Differential Equations.
[Preprint]