Calibration and projection error of the neural and MALA schemes on the different compartments.

<p>Calibration and projection error of the neural and MALA schemes on the different compartments.</p>

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Bibliographic Details
Main Author:	Thomas Gaskin (19865021) (author)
Other Authors:	Tim Conrad (3822475) (author), Grigorios A. Pavliotis (7160930) (author), Christof Schütte (151327) (author)
Published:	2024
Subjects:	Medicine Biotechnology Cancer Infectious Diseases Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified mcmc takes hours making requires knowledge intensive care units chain monte carlo learning probability densities simplified sir model powerful computational method method &# 8217 neural parameter calibration learning infection parameters providing uncertainty quantification learning capabilities uncertainty quantification neural network infection figures contagion parameters accurate calibration ode model complex model xlink "> true posterior small number show convergence sharp focus reduced dataset ready hospitals pandemic projections hospitalisation rates effective policy also demonstrate
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