Bhavesh Shrimali

Optimization for Neural Operators can Benefit from Width

2025 · arXiv (Cornell University)

Neural Operators that directly learn mappings between function spaces, such as Deep Operator Networks (DONs) and Fourier Neural Operators (FNOs), have received considerable attention. Despite the universal approximation guarantees for DONs and FNOs, there is …