This is something I've been thinking about a lot lately. Especially in combinatorics and number theory, there are databases like oeis, LMFDB, etc that contain tons of data with the ability to generate more algorithmically (sometimes easier said than done). Using ML to get heuristics and really good guesses on where the next opportunities lie and then formalizing it once you have a good guess would be SO cool.
Is there a name for that? Or groups working on that stuff that I could follow?
My own little pet project was I scraped OEIS and built a graph of sequences where 2 were connected if one mentioned the other in its related sequences section. You got these huge clusters around prime powers and other important sequences. Then I thought maybe you could use a GNN to do link prediction providing an estimation of a relationship that should exist but hasn't been discovered yet.
Is there a name for that? Or groups working on that stuff that I could follow?
My own little pet project was I scraped OEIS and built a graph of sequences where 2 were connected if one mentioned the other in its related sequences section. You got these huge clusters around prime powers and other important sequences. Then I thought maybe you could use a GNN to do link prediction providing an estimation of a relationship that should exist but hasn't been discovered yet.