Emulator-based Bayesian optimization for efficient multi-objective calibration of an individual-based model of malaria
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DOI: 10.1038/s41467-021-27486-z
Abstract: Individual-based models have become important tools in the global battle against infectious diseases, yet model complexity can make calibration to biological and epidemiological data challenging. We propose using a Bayesian optimization framework employing Gaussian process… read more here.
Keywords: individual based; calibration; based bayesian; emulator based ... See more keywords