Lamperti, Francesco; Roventini, Andrea; Sani, Amir - 2017
exploration and calibration of ABMs combining supervised machine-learning and intelligent sampling to build a surrogate meta … time. In that, our machine-learning surrogate facilitates large scale explorations of the parameter-space, while providing … paper merges model simulation and output analysis into a surrogate meta-model, which substantially ease ABM calibration. We …