Test-time Generalization for Physics through Neural Operator Splitting

Louis Serrano, Jiequn Han, Edouard Oyallon +2

Neural operators have shown promise in learning solution maps of partial differential equations (PDEs), but they often struggle to generalize when test inputs lie outside the train…