train a neural network for Parameter Estimation of Ordinary Differential Equations

Question

train a neural network for Parameter Estimation of Ordinary Differential Equations

yqlai1993 opened this issue 6 months ago · 6 comments

yqlai1993 commented 6 months ago

is it possible to train a neural network for for Parameter Estimation of Ordinary Differential Equations? The neural network is not used in the example, but it seems to be used in the last image. Would you provide the full code？

Answer 1 · 2024-05-14T02:20:28.000Z

I'm not sure what example you're referring to?

Answer 2 · 2024-05-14T05:04:37.000Z

the first example in tutorials
https://docs.sciml.ai/SciMLSensitivity/dev/tutorials/parameter_estimation_ode/

Answer 3 · 2024-05-14T08:23:03.000Z

There are no neural networks in that example. Is there another tutorial you're thinking of?

Answer 4 · 2024-05-14T14:47:52.000Z

There are no neural networks in that example. Is there another tutorial you're thinking of?

Flux.jl is used in the last image. how does it work?

Answer 5 · 2024-05-14T14:55:16.000Z

That's an old picture, we should update it .

Answer 6 · 2024-05-14T16:56:14.000Z

That's an old picture, we should update it .

thx