Neural Operators as Efficient Function Interpolators

Vasilis Niarchos, Angelos Sirbu, Sokratis Trifinopoulos

Neural operators (NOs) are designed to learn maps between infinite-dimensional function spaces. We propose a novel reframing of their use. By introducing an auxiliary base-space, a…