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A deep learning based surrogate model for the parameter identification problem in probabilistic cellular automaton epidemic models

Fábio Henrique Pereira, P.H.T. Schimit, Francisco Elânio Bezerra

2021Computer Methods and Programs in Biomedicine20 citationsDOI

Topics & Concepts

Surrogate modelComputer scienceSurrogate dataProbabilistic automatonStochastic cellular automatonEstimation theoryProbabilistic logicEpidemic modelBasic reproduction numberArtificial intelligenceCellular automatonAlgorithmMachine learningPopulationQuantum mechanicsPhysicsDemographyNonlinear systemSociologyCOVID-19 epidemiological studiesCellular Automata and ApplicationsOpinion Dynamics and Social Influence
A deep learning based surrogate model for the parameter identification problem in probabilistic cellular automaton epidemic models | Litcius