Abstract: This paper introduces a novel optimization-based approach for parametric nonlinear system identification. Building upon the prediction error method ...

Abstract: Large-dimensional systems are ubiquitous in industrial manufacturing systems, smart grids, and biological systems. This article develops a reduced-dimensional latent state-space ...