ENVIRONMENTAL INTELLIGENCE
for Global Change
ABOUT US
We are a research group based at the Department of Electronics, Information, and Bioengineering, Politecnico di Milano. Our research mission is advancing environmental decision-analytics for supporting human decisions in complex engineering systems including multiple actors and exposed to evolving multisectoral demands and global change. Our research fuses environmental, climate, and hydrologic disciplines with machine learning, optimal control, and evolutionary computation. This multidisciplinary mix yields innovative, flexible, and robust solutions facilitating participatory decision making processes by addressing the multifaceted complexity of environmental systems, including their nested interdependencies across stakeholders, processes, and policies at different spatial scales; as well as potential changes in human-nature interactions and feedbacks under changing climate extremes and societal demands.
NEWS
Publications
- Foroumandi, E., Moradkhani, H., Sanchez-Vila, X., Singha, K., Castelletti, A., Destouni, G. (2023), ChatGPT in Hydrology and Earth Sciences: Opportunities, prospects and concerns, Water Resources Research, e2023WR036288
- Crippa, N., Grillakis, M.G., Tsilimigkras, A., Yang, G., Giuliani, M., Koutroulis, A.G. (2023). Seasonal forecast-informed reservoir operation. Potential benefits for a water-stressed Mediterranean basin, Climate Services, 32, 100406
- Salcedo-Sanz, S., Perez-Aracil, J., Ascenso, G., del Ser, J., Casillas-Perez, D., Kadow, C., Fister, D., Barriopedro, D., Garcia-Herrera, R., Giuliani, M., Castelletti, A. (2023). Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review, Theoretical and Applied Climatology, in press
- Carlino, A., Wildemeersch, M., Chawanda, C.J., Giuliani, M., Sterl, S., Thiery, W., van Griensven, A., Castelletti, A. (2023). Declining cost of renewables and climate change curb the need for African hydropower expansion, Science, 381, 6658
- Arnold, W., Salazar, J. Z., Carlino, A., Giuliani, M., Castelletti, A. (2023). Operations eclipse sequencing in multipurpose dam planning, Earth’s Future, 11, e2022EF003186