Ruoyan Li

Generalized Neural Operator for Parametric and Boundary-Value Problems

Ruoyan Li, Yizhou Sun, Wei Wang

Developing foundational neural simulators for Partial Differential Equations (PDEs) requires robust generalization across diverse physical parameters and boundary conditions. However, current deep learning approaches largely face a structural trade-off between condition-agnostic…Read more