Some caveats on emulation
{"Image DocumentName": "Some caveats on emulation", "Image ImageDescription": "Not all simulators are suitable for emulation. with very large numbers of (>50) outputs need specific emulators and large training sets. for the problem you are solving are all outputs needed? for dynamic simulators with high dimensional state spaces there remain computational issues. with discrete inputs and outputs Gaussian processes are not well suited. But these issues are being addressed actively in research projects across the world including MUCM. EGU short course \u2013 session 2.", "Image XResolution": "37", "Image YResolution": "37", "Image ResolutionUnit": "Pixels/Centimeter", "Image Software": "SlidePlayer", "Image YCbCrPositioning": "Centered"}