Model reduction, machine learning based global optimisation for large-scale steady state nonlinear systems

Min Tao, Panagiotis Petsagkourakis, Jie Li +1

Many engineering processes can be accurately modelled using partial differential equations (PDEs), but high dimensionality and non-convexity of the resulting systems pose limitatio…