Výsledky vyhledávání - "Marco, Zanchi"

Akademický článek

Harnessing deep learning to forecast local microclimate using global climate data

Autor: Marco Zanchi, Stefano Zapperi, Caterina A. M. La Porta

Publikováno v: Scientific Reports, Vol 13, Iss 1, Pp 1-16 (2023)

Abstract Microclimate is a complex non-linear phenomenon influenced by both global and local processes. Its understanding holds a pivotal role in the management of natural resources and the optimization of agricultural procedures. This phenomenon can

Externí odkaz: https://doaj.org/article/a1856f9f1be24763a0fd7fdbc4b2f680

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Akademický článek

Predicting the failure of two-dimensional silica glasses

Autor: Francesc Font-Clos, Marco Zanchi, Stefan Hiemer, Silvia Bonfanti, Roberto Guerra, Michael Zaiser, Stefano Zapperi

Publikováno v: Nature Communications, Vol 13, Iss 1, Pp 1-11 (2022)

The sheer number of parameters in deep learning makes the physical interpretation of failure predictions in glasses challenging. Here the authors use Grad-CAM to reveal the role of topological defects and local potential energies in failure predictio

Externí odkaz: https://doaj.org/article/17265f6b4dce47ecac8a5d2be14f0e18

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Akademický článek

A pipeline for monitoring water pollution: The example of heavy metals in Lombardy waters

Autor: Marco Zanchi, Stefano Zapperi, Chiara Zanotti, Marco Rotiroti, Tullia Bonomi, Stefano Gomarasca, Stefano Bocchi, Caterina A.M. La Porta

Publikováno v: Heliyon, Vol 8, Iss 12, Pp e12435- (2022)

Time-dependent geolocalized analysis of pollution data allows to better understand their dynamics over time and could suggest strategies to restore a good ecological status of contaminated area. This research analyzes concentrations of pollutants in

Externí odkaz: https://doaj.org/article/5607e7b6e6494f75b64aff565bd1ceeb

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