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Diogo F. Oliveira

MARETEC—Marine, Environment and Technology Center,LARSyS, Instituto Superior Técnico, Universidade de Lisboa

Avenida Rovisco Pais, 1

Lisboa, 1049-001

Portugal

  • MARETEC—Marine, Environment and Technology Center,LARSyS, Instituto Superior Técnico, Universidade de Lisboa

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Reliable machine learning initialization methods for the calibration of Dynamic Energy Budget models

Number of pages: 31 Posted: 02 Sep 2025
Diogo F. Oliveira, Gonçalo M. Marques, Filipe Santos, Laure Pecquerie, Joao Sousa and Tiago Domingos
MARETEC—Marine, Environment and Technology Center,LARSyS, Instituto Superior Técnico, Universidade de Lisboa, affiliation not provided to SSRN, University of Lisbon, Université de Brest, University of Lisbon and Instituto Nacional de Investigação Agrária e Veterinária (INIAV, I.P.) - MARETEC
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Abstract:

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Dynamic Energy Budget, Model calibration, Parametrization, Automated initialization, neural networks, Nearest neighbors