Do these ML models replace the numerical approach completely? A lot of numerical methods are iterative. If the ML model can produce a good initial guess, it might make convergence of an iterative process quite a bit quicker…

Reading the article could have helped with this.

I don’t think it fully addresses the question (maybe I missed something).