3 papers
math.ST2025
Functional Gaussian Fields on Hyperspheres with their Equivalent Gaussian Measures
Alessia Caponera, Vinicius Ferreira, Emilio Porcu
We develop a general framework for isotropic functional Gaussian fields on the -dimensional sphere , where the field takes values in a separable Hilbert space $\…
physics.soc-ph2025
A Triad of Networks and a Triad of Fusions for the Other Climate Crisis
Emilio Porcu, Tobia Filosi, Horst Simon
Shaw and Stevens call for a new paradigm in climate science criticizes Large Scale Determinism in favor of (i) embracing discrepancies, (ii) embracing hierarchies, and (iii) create…
cs.LG2025
Data Science: a Natural Ecosystem
Emilio Porcu, Roy El Moukari, Laurent Najman +2
This manuscript provides a systemic and data-centric view of what we term essential data science, as a natural ecosystem with challenges and missions stemming from the fusion of da…