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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
Informazioni
DocenteGiuliani Matteo
QualificaProfessore associato a tempo pieno
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Settore Scientifico DisciplinareIINF-04/A - Automatica
Curriculum VitaeScarica il CV (90.6Kb - 26/10/2015)
OrcIDhttps://orcid.org/0000-0002-4780-9347

Contatti
Orario di ricevimento
DipartimentoPianoUfficioGiornoOrarioTelefonoFaxNote
DEIB - edificio 21213LunedìDalle 11:00
Alle 12:00
9040---su appuntamento da concordare via email
E-mailmatteo.giuliani@polimi.it
Pagina web redatta a cura del docentehttp://giuliani.faculty.polimi.it/

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2025
Nessun prodotto attualmente registrato nell'anno 2025


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2024 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
A Multi-dimensional Safe Operating Space Evaluation Framework for Regional Water Resources Systems (Mostra >>)
Advancing drought detection and management using ML enhanced impact-based drought indexes (Mostra >>)
Assessing the Effect of Droughts on Complex Multi-sector Water Systems (Mostra >>)
From multi-decadal energy planning to hourly power dispatch: evaluating the reliability of energy projections in the Southern African Power Pool (Mostra >>)
Impact of socio-economic and climatic scenarios on power trade vulnerability in Africa (Mostra >>)
Poster
Constructing a Social Media-Based Index to Capture the Socio-Economic Impacts of Droughts (Mostra >>)
Articoli su riviste
Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review (Mostra >>)
Average domination: A new multi-objective value metric applied to assess the benefits of forecasts in reservoir operations under different flood design levels (Mostra >>)
Dam Reoperation to Mitigate Changing Climate Extremes in the Omo River Basin, Ethiopia (Mostra >>)
Downscaling, bias correction, and spatial adjustment of extreme tropical cyclone rainfall in ERA5 using deep learning (Mostra >>)
Exploring the Climate Puzzle: A Surprising Twist in Fighting Climate Change (Mostra >>)
Floating photovoltaics may reduce the risk of hydro-dominated energy development in Africa (Mostra >>)
Integrating Inverse Reinforcement Learning and Direct Policy Search for Modeling Multipurpose Water Reservoir Systems (Mostra >>)
Long-term temperature prediction with hybrid autoencoder algorithms (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2023 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
Closing the loop between water supply and demand in the Nile River Basin under global change (Mostra >>)
How effectively (or not) can science and research be turned into adopted solutions and policies? (Mostra >>)
Machine-learning enhanced forecast of tropical cyclone rainfall for anticipatory humanitarian action  (Mostra >>)
Political instability influence on hydropower planning in Africa: a continental scale analysis (Mostra >>)
Articoli su riviste
Declining cost of renewables and climate change curb the need for African hydropower expansion (Mostra >>)
Model Predictive Control of water resources systems: A review and research agenda (Mostra >>)
Multi-objective optimal design of interbasin water transfers: The Tagus-Segura aqueduct (Spain) (Mostra >>)
Operationalizing equity in multipurpose water systems (Mostra >>)
Operations Eclipse Sequencing in Multipurpose Dam Planning (Mostra >>)
Seasonal forecast-informed reservoir operation. Potential benefits for a water-stressed Mediterranean basin (Mostra >>)
Tropical Cyclone Genesis Potential Indices in a New High‐Resolution Climate Models Ensemble: Limitations and Way Forward (Mostra >>)
Valuing the Codesign of Streamflow Forecast and Reservoir Operation Models (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2022 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
Advancing drought monitoring via feature extraction and multi-task learning algorithms (Mostra >>)
Advancing the operation of multipurpose water reservoirs with multi-timescale forecasts: Application to Lake Como (Mostra >>)
Assessing the value of seasonal forecasts in informing reservoir operations in water-stressed Mediterranean basins (Mostra >>)
Can Machine Learning Help Human-Water Systems Models “Behave” Better? (Mostra >>)
Climate change adaptation through water portfolios planning in Alpine water systems (Mostra >>)
Climate change, hydrological variability, and declining cost of renewables reduce economic viability of African hydropower potential (Mostra >>)
Connecting spatial climate information to infrastructure operations using deep reinforcement learning (Mostra >>)
Connecting spatial climate information to infrastructure operations using deep reinforcement learning (Mostra >>)
Dynamic Water-Energy-Food nexus management in transboundary river basins incorporating water infrastructure operation and demand control (Mostra >>)
Exploring the potential of desalination and aquaponics in the integrated management of arid river basins: the case of the Nile River basin (Mostra >>)
Exploring the unintended consequences of climate change mitigation for African river basins (Mostra >>)
Extracting the most valuable information from multi-timescale hydrological forecasts for informing the operation of multipurpose water systems (Mostra >>)
From forecast-informed reservoir operations to integrated forecast-control design (Mostra >>)
How water demand interventions can influence water management in the Nile River Basin (Mostra >>)
Hydropower capacity expansion in the African continent under different socio-economic and climate policy scenarios (Mostra >>)
Multi-timescale hydro-meteorological forecasts for the optimal control of the multipurpose Lake Como (Mostra >>)
Operationalizing equity in multipurpose water systems control (Mostra >>)
Optimizing the operating rule of a controversial interbasin water transfer: the Tagus-Segura aqueduct (Spain) (Mostra >>)
Regulation of the Alpine Lake Como under climate change. Bottom-Up vs Top-Down approach, and CMIP5 vs CMIP6 (Mostra >>)
Robust River Basin planning under extreme climate events and socio-economic changes: the Red River Basin in China-Vietnam (Mostra >>)
Sub-seasonal to climatic hydrologic predictions for sustainable reservoir management in water-stressed Mediterranean basins (Mostra >>)
Tropical cyclone genesis potential in CMIP6 climate models (Mostra >>)
Unintended consequences of climate change mitigation for African river basins (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
Multi-Objective Robust Planning Tools (Mostra >>)
Contributo in Atti di convegno
Integrating local and global projections for the generation of water demand scenarios in the Red River Basin, Vietnam (Mostra >>)
Articoli su riviste
Advancing reservoir operations modelling in SWAT to reduce socio-ecological tradeoffs (Mostra >>)
Equity in Water Resources Planning: A Path Forward for Decision Support Modelers (Mostra >>)
Learning-based hierarchical control of water reservoir systems (Mostra >>)
Neuro-Evolutionary Direct Policy Search for Multiobjective Optimal Control (Mostra >>)
Participatory design of robust and sustainable development pathways in the Omo-Turkana river basin (Mostra >>)
Unintended consequences of climate change mitigation for African river basins (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2021 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
Adaptive normative constraints to mitigate climate change induced conflicts in a snowmelt dominated water system (Mostra >>)
Advancing drought monitoring via feature extraction (Mostra >>)
Can we use flood control infrastructures in forecast-based drought management in a drying climate? (Mostra >>)
Connecting Spatial Climate Information to Infrastructure Operations using Deep Reinforcement Learning (Mostra >>)
Disentailing Sources of Future Uncertainties for Water Management Policies in a Subtropical Water System. (Mostra >>)
Operationalizing equity in multipurpose water systems operations (Mostra >>)
Policy Representation Learning for Multiobjective Reservoir Policy Design with Different Objective Dynamics (Mostra >>)
Putting humans in the loop: coupling behavioral modeling with natural systems' models (Mostra >>)
Rethinking reservoir operations: how expanding operation goals can yield win-win climate adaptation outcomes (Mostra >>)
Robust African Hydropower Development under Global Socio-Economic Uncertainties (Mostra >>)
Robust multi-scale strategies for increasing the resilience of the Mekong Delta (Mostra >>)
The AWESOME Project: A decision analytic framework for managing Water Energy Food and Ecosystems across sectors and scales in the South Mediterranean (Mostra >>)
When Timing Matters - Misdesigned Dam Filling Impacts Hydropower Sustainability (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
Water Resources Planning and Management in a Changing Climate and Society (Mostra >>)
Contributo in Atti di convegno
Time-Variant Variational Transfer for Value Functions (Mostra >>)
Articoli su riviste
A State-of-the-Art Review of Optimal Reservoir Control for Managing Conflicting Demands in a Changing World (Mostra >>)
Advancing the representation of reservoir hydropower in energy systems modelling: The case of Zambesi River Basin (Mostra >>)
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems (Mostra >>)
Designing With Information Feedbacks: Forecast Informed Reservoir Sizing and Operation (Mostra >>)
Exploring future vulnerabilities of subalpine Italian regulated lakes under different climate scenarios: bottom‐up vs top-down and CMIP5 vs CMIP6 (Mostra >>)
Hydroclimatic change challenges the EU planned transition to a carbon neutral electricity system (Mostra >>)
Long-term water conservation is fostered by smart meter-based feedback and digital user engagement (Mostra >>)
Policy Representation Learning for Multiobjective Reservoir Policy Design With Different Objective Dynamics (Mostra >>)
Strategic basin and delta planning increases the resilience of the Mekong Delta under future uncertainty (Mostra >>)
When timing matters—misdesigned dam filling impacts hydropower sustainability (Mostra >>)
manifesti v. 3.7.7 / 3.7.7
Area Servizi ICT
14/02/2025