Equation-Free Coarse Control of Distributed Parameter Systems via Local Neural Operators
Online in Arxiv, 2025
We propose a framework, using data-driven local neural operators within Krylov subspace methods, to enable efficient model reduction and feedback control of high-dimensional systems without explicit coarse equations.
Recommended citation: Fabiani, G., Siettos, C., & Kevrekidis, I. G. (2025). Equation-Free Coarse Control of Distributed Parameter Systems via Local Neural Operators. arXiv preprint arXiv:2509.23975. https://www.arxiv.org/abs/2509.23975