Inertial Manifold Neural Operator for Dissipative Time-Dependent Partial Differential Equations

Xiaoyang Xie, Clarence W. Rowley

In this paper, we introduce the Inertial Manifold Neural Operator (IMNO) for solving dissipative time-dependent partial differential equations (PDEs). The long-time dynamics of suc…