Renewal models as neural networks

[samabbott]

There is a connection here to mechanistic NNs ( Mechanistic Neural Networks for Scientific Machine Learning ) though I think those are mostly about embedding some kind of ODE system. Through that there is a connection to UDEs ( Universal differential equations in system Biology - #3 by samabbott ) as well of course.