On: Where is Noether's principle in machine learning?

[platz]

how do you direct what the network learns if it all comes from supervised learning training sets?

How do you insert rules that aren't learned into what weights are learned?

[nrub → platz]

There are promising methods developing for Physic's informed neural networks. Mathematical models can be integrated into the architecture of neural networks such that the parameters of the designed mathematical models can be learned. Examples include learning the frequency of a swinging pendulum from video, amongst more advanced ideas.

https://en.wikipedia.org/wiki/Physics-informed_neural_networ... https://www.youtube.com/watch?v=JoFW2uSd3Uo