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09/06/2022
Weak Collocation Regression method: fast reveal hidden stochastic dynamics from high-dimensional aggregate data
Revealing hidden dynamics from the stochastic data is a challenging prob...
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research
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04/28/2022
BI-GreenNet: Learning Green's functions by boundary integral network
Green's function plays a significant role in both theoretical analysis a...
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10/01/2021
BINet: Learning to Solve Partial Differential Equations with Boundary Integral Networks
We propose a method combining boundary integral equations and neural net...
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05/11/2020