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Giulia Martini

Observed name: Martini, Giulia
Observed institution: World Food Programme
ORCID: 0000-0002-9611-2191
Observed ORCID: 0000-0002-9611-2191
OpenAlex ID: A5023790749
Early warning of complex climate risk with integrated artificial intelligence
2025 · Markus Reichstein, Vitus Benson, et al. · Nature Communications · 142
Machine learning can guide food security efforts when primary data are not available
2022 · Giulia Martini, Alberto Bracci, et al. · Nature Food · 108
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On the forecastability of food insecurity
2023 · Pietro Foini, Michele Tizzoni, et al. · Scientific Reports · 41
Forecasting trends in food security with real time data
2024 · Joschka Herteux, Christoph Raeth, et al. · Communications Earth & Environment · 31
A Predictive Pedestrian Crash Model Based on Artificial Intelligence Techniques
2021 · Monica Meocci, Valentina Branzi, et al. · Applied Sciences · 15
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Impact of food-related conflicts on self-reported food insecurity
2023 · Stefania Fiandrino, Caitriona Dowd, et al. · Frontiers in Sustainable Food Systems · 13
Early warning of complex climate risk with integrated artificial intelligence
2024 · Markus Reichstein, Dorothea Frank, et al. · Research Square · 7
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Causal machine learning for sustainable agroecosystems
2024 · Sitokonstantinou, Vasileios, Porras, Emiliano Díaz Salas, et al. · arXiv (Cornell University) · 5
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Predicting risk of inadequate micronutrient intake with transferable machine learning models
2026 · Vasiliki Voukelatou, Kevin Tang, et al. · Scientific Reports · 3
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Understanding inter-model spread in Arctic amplification: insights from a simple model
2026 · Martini, Giulia · AMS Degree Thesis (University of Bologna)
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Predictive Modelling of Asphalt Concrete Functional Properties Using Multiple Linear Regression and Gradient Boosting
2019 · Giulia Martini · Research Repository (Delft University of Technology)
Works count: 13
Citation count: 365
H-index: 7
I10-index: 6
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