PDEs

CROM: Continuous reduced-order modeling of PDEs using implicit neural representations

We propose CROM (Continuous Reduced-Order Modeling), a framework for model reduction of PDEs using implicit neural representations. By leveraging coordinate-based neural networks, CROM represents the solution manifold continuously in both space and …