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Neural ODE #664

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PikaPei opened this issue Apr 13, 2024 · 1 comment
Open

Neural ODE #664

PikaPei opened this issue Apr 13, 2024 · 1 comment

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@PikaPei
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PikaPei commented Apr 13, 2024

Hi,

I'm just curious, could we combine neural networks with differential equations to represent the unknown parts of equations for training in BrainPy?
For example, like the DiffEqFlux.jl package in Julia.

Thank you!
@Routhleck
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Routhleck commented Dec 5, 2024 •
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Our recent rewrite of the DeepXDE framework: the PINNx framework may meet your demand.
PINNx is a library for scientific machine learning and physics-informed learning. It is rewritten according to DeepXDE but is enhanced by our Brain Dynamics Programming (BDP) ecosystem.

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@PikaPei @Routhleck