VENI, VINDy, VICI: a generative reduced-order modeling framework with uncertainty quantification

Paolo Conti, Jonas Kneifl, Andrea Manzoni +4

The simulation of many complex phenomena in engineering and science requires solving expensive, high-dimensional systems of partial differential equations (PDEs). To circumvent thi…