Nikola Kovachki

A Library for Learning Neural Operators

2024 · arXiv (Cornell University)

We present NeuralOperator, an open-source Python library for operator learning. Neural operators generalize neural networks to maps between function spaces instead of finite-dimensional Euclidean spaces. They can be trained and inferenced on input and output …