AOT-POT: Adaptive Operator Transformation for Large-Scale PDE Pre-training
ScientificML
Proposes Adaptive Operator Transformation (AOT) to address structural diversity challenges in multi-PDE pre-training by adapting target solution operators rather than increasing model capacity, improving neural operator generalization across equations.
See LICENSE file Neural OperatorPDE Pre-trainingAdaptive Transformation