> After a few weeks of failure, I messaged a friend at a different university, who told me that he too had tried using PINNs, but hadn’t been able to get good results.

not really related to AI but this reflects a lesson I learned too late during some research in college: constant collaboration is important because it helps you avoid retreading over areas where others have already failed