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Hi,
when running the Fisher-KPP example (Fisher-KPP-CNN.jl), everything works fine until the network is trained with BFGS.
The code aborts due to a detected instability.
I guess it has something …
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Just attempting to update, I get this error message that blocks all uses of SciML packages.
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_ _ _(_)_ | Documentation: https://docs.julialang.org
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Hi,
I adapted the example neural ode code at https://diffeqflux.sciml.ai/dev/examples/neural_ode_flux/ to stiff ode problem of [Robertson's problem](https://docs.sciml.ai/latest/tutorials/advanced_…
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https://github.com/ChrisRackauckas/universal_differential_equations/blob/dd836890e7e09923a0ae9ed8b6b49d2ee64b2e6a/SEIR_exposure/seir_exposure.jl#L228
Ψ = SInDy(X̂[:, 2:end], L̂[2:end], basis, thres…
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As discussed in the Pangeo meeting, there are currently many different models for a grid in python. Some of these are explicit, some are implicit in how packages work. I am talking about both structur…
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**Submitting author:** @briandesilva (Brian de Silva)
**Repository:** https://github.com/dynamicslab/pysensors/
**Version:** v.0.3.0
**Editor:** @pdebuyl
**Reviewers:** @jordanperr, @tuelwer
**Managi…
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Hi,
Thank you so much for open sourcing the paper. I was trying to reproduce the results before trying to build on top of it, and ran into some issues.
This is on a fresh install of juliapro af…
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Hey,
Someone pointed me over to this, nice to see an independent replication. One of the things to note though is that in https://github.com/titu1994/tfdiffeq/blob/master/examples/UniversalNeuralOD…
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Looking through [`neural_de.jl`](https://github.com/JuliaDiffEq/DiffEqFlux.jl/blob/master/src/neural_de.jl) it doesn't look like it'll be hard to implement a `NeuralDAE`.
I'm interested in using th…
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Hi,
I was following the "Universal Differential Equations for Neural Optimal Control" example and wanted to include the neural network `ann` as an extra term in loss as follows:
```
using DiffEqF…