Seems like a strange sentiment, evaluating a modeling approach based on historical analogies vs its own merits. If we're playing the historical analogies game, people were saying "not again" about Neural Networks up until mid/late 2000s.

Eric weinstein has tried to apply physics concepts to economics , such as gauge theory. I dunno if he succeeded. I remember it generated at the time a lot of hype