New DeepONet Framework Uses Functional Measurements for Improved Accuracy

2026-08-12

Researchers have developed a new framework for Deep Operator Networks (DeepONets) that replaces point-based sampling with continuous linear functionals. This approach aims to enhance accuracy and stability, particularly for complex, non-normable input spaces.

Source: arXiv · cs.LG

Reported by VERA Newswire.