Search Results for author: Luigi Russo

Found 3 papers, 1 papers with code

Using Multi-Temporal Sentinel-1 and Sentinel-2 data for water bodies mapping

no code implementations5 Jan 2024 Luigi Russo, Francesco Mauro, Babak Memar, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo

Climate change is intensifying extreme weather events, causing both water scarcity and severe rainfall unpredictability, and posing threats to sustainable development, biodiversity, and access to water and sanitation.

Benchmarking

Estimation of Ground NO2 Measurements from Sentinel-5P Tropospheric Data through Categorical Boosting

no code implementations8 Apr 2023 Francesco Mauro, Luigi Russo, Fjoralba Janku, Alessandro Sebastianelli, Silvia Liberata Ullo

This study aims to analyse the Nitrogen Dioxide (NO2) pollution in the Emilia Romagna Region (Northern Italy) during 2019, with the help of satellite retrievals from the Sentinel-5P mission of the European Copernicus Programme and ground-based measurements, obtained from the ARPA site (Regional Agency for the Protection of the Environment).

Learning for Online Mixed-Integer Model Predictive Control with Parametric Optimality Certificates

1 code implementation21 Mar 2023 Luigi Russo, Siddharth H. Nair, Luigi Glielmo, Francesco Borrelli

We propose a supervised learning framework for computing solutions of multi-parametric Mixed Integer Linear Programs (MILPs) that arise in Model Predictive Control.

Model Predictive Control Motion Planning

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