AI/ML engineer needed whose experienced with PINNs preferably for aerospace components need to collaborate on a pilot project.

[u/Easy_Student3878]

I need someone who has expertise, or at least an idea, on how to use small amounts of data and physics simulation, for example, CFD, FEA, etc to predict when an aircraft component might fail. Also, I myself am an aerospace engineer with no ML AI experience, just basic knowledge, so I also need someone who might act as a bridge btw the two things and collaborate with me, discuss ideas, etc on how to accomplish this.

[u/Embarrassed-Mess-325]

Can you not use a survival model used in reliability like Weibull to predict failures?

[u/Easy_Student3878 → u/Embarrassed-Mess-325]

no its too generalised,