The Kuramoto Neural Operator: Learning to Solve PDEs via Coupled Oscillator Dynamics
ScientificML
Proposes the Kuramoto Neural Operator, introducing coupled oscillator dynamics into operator learning to overcome limitations of fixed-basis architectures for physical phenomena governed by local interactions.
See LICENSE file Neural OperatorPDE SolvingCoupled Oscillator