SMORE: Stability-Promoting Mesh-Agnostic Model Reduction for Time-Dependent PDEs
This work proposes SMORE, a mesh-agnostic framework for model order reduction of time-dependent PDEs, whose latent dynamics are trained with Lyapunov-guided stability regularization, which promotes stable long-horizon rollouts and theoretical guarantees under the stated structural assumptions.
Yang-Yuan Li, Wei-Chao Li, Shao-Wu Pan
· 0 citations