Ironically one of the most famous fabrications was also material science[^1]. I'm not in the field so I don't have anything else to add but I suppose these retractions and scandals show that the scientific process is actually working as intended.

[^1]: https://en.wikipedia.org/wiki/Sch%C3%B6n_scandal