F. Mattei

A depth-resolved artificial neural network model of marine phytoplankton primary production

F. Mattei, Simone Franceschini, Michele Scardi · Ecological Modelling · 2018 · 39 citations

Engineering, Aquaculture, Biological Oceanography +4

Rummaging through the bin: Modelling marine litter distribution using Artificial Neural Networks

Simone Franceschini, F. Mattei, Lorenzo D’Andrea et al. · Marine Pollution Bulletin · 2019 · 36 citations · Full text

Coastal Management, Engineering, Artificial Neural Networks +7

An ecologically constrained procedure for sensitivity analysis of Artificial Neural Networks and other empirical models

Simone Franceschini, Lorenzo Tancioni, Massimo Lorenzoni et al. · PLoS ONE · 2019 · 21 citations · Full text

Artificial Intelligence, Environmental Monitoring, Machine Learning +19

Embedding ecological knowledge into artificial neural network training: A marine phytoplankton primary production model case study

F. Mattei, Michele Scardi · Ecological Modelling · 2020 · 20 citations

Artificial Intelligence, Evolving Neural Network, Engineering +9

Global assessment of marine phytoplankton primary production: Integrating machine learning and environmental accounting models

F. Mattei, Elvira Buonocore, Pier Paolo Franzese et al. · Ecological Modelling · 2021 · 19 citations

Engineering, Global Assessment, Marine Pollution +6