[ylem]

Really cool! What problem are you working on? I live on the experimental side. At least in condensed matter, there are people having fun on the theory side as well.

[cameronperot]

I'm not working on any specific problem yet, but for my master's thesis I'm hoping to do something related to the use of neural networks in numerical solutions to differential equations. Along the lines of this sort of stuff [2].

[2] https://arxiv.org/pdf/2001.04385.pdf

[ylem]

There were some interesting talks on neural differentiation applied to physics at ICLR. You probably saw: https://arxiv.org/abs/1906.01563

Very fun!

[cameronperot]

I came across that paper just recently, it was a very good read!