search

PredictiveIntelligenceLab / CausalPINNs

Other
134 stars 28 forks source link

Forward Solution for Coupled PDEs #1

Open katayooneshkofti opened 2 years ago

katayooneshkofti commented 2 years ago

@paraklas @sifanw094 Thank you for sharing this magnificent source code of your research paper. I have read your paper (but not in sufficient depth), and this question happens to me: is it possible to employ your approach for solving the forward system of coupled PDEs without labeled data (just knowing the BCs and ICs)? Also, I have not seen the other examples in this repository presented in your manuscript.

sifanexisted commented 2 years ago

Hi,

Yes, it is possible. Please take a look at the example of Navier-Stokes equation in our manuscript for more detail. We will release the rest of our code once we get some feedback from the reviewer.

Sifan

katayooneshkofti commented 2 years ago

Thank you. I look forward to that.

5huanghuai commented 1 year ago

The repository doesn't have "Causal_PINNs_NS.py". So this part is not yet open source?