Emulator-based Bayesian optimization for efficient multi-objective calibration of an individual-based model of malaria.

Reiker, Theresa; Golumbeanu, Monica; Shattock, Andrew; Burgert, Lydia; Smith, Thomas A; Filippi, Sarah; Cameron, Ewan; Penny, Melissa A

Reiker, Theresa; Golumbeanu, Monica; Shattock, Andrew; Burgert, Lydia; Smith, Thomas A; Filippi, Sarah; Cameron, Ewan; Penny, Melissa A.

Afiliación

Reiker T; Swiss Tropical and Public Health Institute, Basel, Switzerland.
Golumbeanu M; University of Basel, Basel, Switzerland.
Shattock A; Swiss Tropical and Public Health Institute, Basel, Switzerland.
Burgert L; University of Basel, Basel, Switzerland.
Smith TA; Swiss Tropical and Public Health Institute, Basel, Switzerland.
Filippi S; University of Basel, Basel, Switzerland.
Cameron E; Swiss Tropical and Public Health Institute, Basel, Switzerland.
Penny MA; University of Basel, Basel, Switzerland.

Nat Commun ; 12(1): 7212, 2021 12 10.

Article en En | MEDLINE | ID: mdl-34893600

Asunto(s)

Simulación por Computador; Malaria/epidemiología; Malaria/transmisión; Modelos Biológicos; Algoritmos; Teorema de Bayes; Calibración; Enfermedades Transmisibles; Progresión de la Enfermedad; Humanos; Aprendizaje Automático; Distribución Normal; Programas Informáticos

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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Simulación por Computador / Malaria / Modelos Biológicos Tipo de estudio: Prognostic_studies Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2021 Tipo del documento: Article

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