Neural Flow Operators can Approximate any Operator: Abstract Frameworks and Universal Approximations

Shuang Chen, Juncai He, Xue-Cheng Tai

We introduce an abstract neural flow framework for neural networks and neural operators. The framework contains two continuous-depth models, namely neural flows with composition an…