Neural operators generalize neural networks from learning mappings between finite dimensional Euclidean spaces or finite sets to mappings between functional spaces: https://arxiv.org/abs/2108.08481 Here's a TED talk about how it's being applied in science and engineering: https://www.ted.com/talks/anima_anandkumar_ai_that_connects_the_digital_and_physical_worlds