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Fourier Neural Operator for Parametric Partial Differential Equations


Oct 18, 2020
Zongyi Li, Nikola Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, Anima Anandkumar


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Multipole Graph Neural Operator for Parametric Partial Differential Equations


Jun 16, 2020
Zongyi Li, Nikola Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, Anima Anandkumar


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Model Reduction and Neural Networks for Parametric PDEs


May 07, 2020
Kaushik Bhattacharya, Bamdad Hosseini, Nikola B. Kovachki, Andrew M. Stuart

* 33 pages, 9 figures 

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Neural Operator: Graph Kernel Network for Partial Differential Equations


Mar 07, 2020
Zongyi Li, Nikola Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, Anima Anandkumar


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