most citedMachine Learning Algorithms to Assess Site Closure Time Frames for Soil and Groundwater Contamination

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math.NA2024

How Analysis Can Teach Us the Optimal Way to Design Neural Operators

Vu-Anh Le, Mehmet Dik

This paper presents a mathematics-informed approach to neural operator design, building upon the theoretical framework established in our prior work. By integrating rigorous mathem…

math.NA2024

A Mathematical Analysis of Neural Operator Behaviors

Vu-Anh Le, Mehmet Dik

Neural operators have emerged as transformative tools for learning mappings between infinite-dimensional function spaces, offering useful applications in solving complex partial di…