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Nonseparable Symplectic Neural Networks



Shiying Xiong , Yunjin Tong , Xingzhe He , Cheng Yang , Shuqi Yang , Bo Zhu

* Submitted to ICLR2021 

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Sparse Symplectically Integrated Neural Networks



Daniel M. DiPietro , Shiying Xiong , Bo Zhu

* Submitted to NeurIPS 2020 

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RoeNets: Predicting Discontinuity of Hyperbolic Systems from Continuous Data



Shiying Xiong , Xingzhe He , Yunjin Tong , Runze Liu , Bo Zhu


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Neural Vortex Method: from Finite Lagrangian Particles to Infinite Dimensional Eulerian Dynamics



Shiying Xiong , Xingzhe He , Yunjin Tong , Bo Zhu


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Symplectic Neural Networks in Taylor Series Form for Hamiltonian Systems



Yunjin Tong , Shiying Xiong , Xingzhe He , Guanghan Pan , Bo Zhu


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