research
∙
06/28/2023
The curse of dimensionality in operator learning
Neural operator architectures employ neural networks to approximate oper...
share
research
∙
04/26/2023
The Nonlocal Neural Operator: Universal Approximation
Neural operator architectures approximate operators between infinite-dim...
research
∙
03/24/2022
The Cost-Accuracy Trade-Off In Operator Learning With Neural Networks
The term `surrogate modeling' in computational science and engineering r...
research
∙
07/14/2021
