Zhikai Jiang

Origo: Physically Interpretable Multi-Physics PDE Pre-training through Neural Operator Splitting

Partial Differential Equations (PDEs) play a fundamental role in scientific computing, and recent efforts have sought to extend the success of foundation models to PDE solving. However, multi-physics PDE pre-training faces the unique challenge of disentangling dynamic heterogeneity to learn universa…