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10/23/2020
Nonseparable Symplectic Neural Networks
Predicting the behaviors of Hamiltonian systems has been drawing increas...
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08/18/2020
Soft Multicopter Control using Neural Dynamics Identification
Dynamic control of a soft-body robot to deliver complex behaviors with l...
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06/07/2020
RoeNets: Predicting Discontinuity of Hyperbolic Systems from Continuous Data
We introduce Roe Neural Networks (RoeNets) that can predict the disconti...
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06/07/2020
Neural Vortex Method: from Finite Lagrangian Particles to Infinite Dimensional Eulerian Dynamics
In the field of fluid numerical analysis, there has been a long-standing...
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05/11/2020