Machine-guided exploration and calibration of astrophysical simulations
Sign Up to like & getrecommendations! Published in 2022 at "Monthly Notices of the Royal Astronomical Society"
DOI: 10.1093/mnras/stac1614
Abstract: We apply a novel method with machine learning to calibrate sub-grid models within numerical simulation codes to achieve convergence with observations and between different codes. It utilizes active learning and neural density estimators. The hyper… read more here.
Keywords: guided exploration; machine; calibration; exploration calibration ... See more keywords