cs.LG, cs.SY, eess.SY

Learning Surrogate LPV State-Space Models with Uncertainty Quantification

arXiv:2603.29532v1 Announce Type: cross
Abstract: The Linear Parameter-Varying (LPV) framework enables the construction of surrogate models of complex nonlinear and high-dimensional systems, facilitating efficient stability and performance analysis to…