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physics.data-an2024
Model selection for extremal dependence structures using deep learning: Application to environmental data
Manaf Ahmed, Véronique Maume-Deschamps, Pierre Ribereau
This paper introduces a new methodology for extreme spatial dependence structure selection. It is based on deep learning techniques, specifically Convolutional Neural Networks -CNN…
math.NT2024
Hypertranscendence and -difference equations over elliptic functionfields
Ehud de Shalit, Charlotte Hardouin, Julien Roques
The differential nature of solutions of linear difference equations over the projective line was recently elucidated. In contrast, little is known about the differential nature of…
math.AP2024
Agro-ecological control of a pest-host system: optimizing the harvest
Baptiste Maucourt
We delve into the interactions between a prey-predator and a vector-borne epidemic system, driven by agro-ecological motivations. This system involves an ODE, two reaction--diffusi…