logo-polimi
Loading...
Degree programme
Programme Structure
Show/Search Programme
Degree Programme
Quantitative data
International context
Customized Schedule
Your customized time schedule has been disabled
Enable
Search
Search a Lecturer
Lecturer's activities
Search a Course
Search a Course (system prior D.M. n. 509)
Search Lessons taught in English
Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerGiuliani Matteo
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorIINF-04/A - Systems And Control Engineering
Curriculum VitaeDownload CV (90.6Kb - 26/10/2015)
OrcIDhttps://orcid.org/0000-0002-4780-9347

Contacts
Office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
DEIB - edificio 21213MondayFrom 11:00
To 12:00
9040---the meeting should be arranged via email
E-mailmatteo.giuliani@polimi.it
Personal websitehttp://giuliani.faculty.polimi.it/

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Artificial intelligence for modeling and understanding extreme weather and climate events (Show >>)
Reinforcement Learning of Multi‐Timescale Forecast Information for Designing Operating Policies of Multi‐Purpose Reservoirs (Show >>)


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
A Multi-dimensional Safe Operating Space Evaluation Framework for Regional Water Resources Systems (Show >>)
Advancing drought detection and management using ML enhanced impact-based drought indexes (Show >>)
Assessing the Effect of Droughts on Complex Multi-sector Water Systems (Show >>)
Autoencoder- based model for improving reconstruction of heat waves using the analogue method (Show >>)
Bridging Transboundary Rivers: Adressing Inequities through Operational Flexibility in Cooperative Basin Management (Show >>)
From multi-decadal energy planning to hourly power dispatch: evaluating the reliability of energy projections in the Southern African Power Pool (Show >>)
Impact of socio-economic and climatic scenarios on power trade vulnerability in Africa (Show >>)
Inferring human preferences in multisector systems via Inverse Reinforcement Learning (Show >>)
Leveraging climate data at different spatial scales via machine learning to improve sub-seasonal drought predictions (Show >>)
Mastering multi-scale ensemble forecasts using Reinforcement Learning for advancing Forecast Informed Reservoir Operation (Show >>)
Multi-Objective Forecast-Informed Reservoir Operation at different time scales using a Neuro Evolutionary algorithm (Show >>)
Multi-sector Multi-purpose Adaptation of Alpine water Systems in a Changing World (Show >>)
Opportunities and challenges of Ensemble Forecast and Cross-Validation for MOEA optimisation in water resources management (Show >>)
Reconsidering hydropower in the African energy transition (Show >>)
Soft integration of an Integrated Assessment Model and an Energy System Model for the multi-sectorial evaluation of African energy transition pathways (Show >>)
Use-case specific performance assessment of sub-seasonal to seasonal drought predictions for local-scale applications in the Netherlands, Spain, and Italy (Show >>)
Poster
Constructing a Social Media-Based Index to Capture the Socio-Economic Impacts of Droughts (Show >>)
Conference proceedings
Ensemble Forecasts with Blocked K-Fold Cross-Validation in Multi-Objective Water Systems Control (Show >>)
Interpretable Machine Learning for Extreme Events detection: An application to droughts in the Po River Basin (Show >>)
Journal Articles
Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review (Show >>)
Autoencoder‐based flow‐analogue probabilistic reconstruction of heat waves from pressure fields (Show >>)
Average domination: A new multi-objective value metric applied to assess the benefits of forecasts in reservoir operations under different flood design levels (Show >>)
Dam Reoperation to Mitigate Changing Climate Extremes in the Omo River Basin, Ethiopia (Show >>)
Downscaling, bias correction, and spatial adjustment of extreme tropical cyclone rainfall in ERA5 using deep learning (Show >>)
Exploring the Climate Puzzle: A Surprising Twist in Fighting Climate Change (Show >>)
Floating photovoltaics may reduce the risk of hydro-dominated energy development in Africa (Show >>)
Integrating Inverse Reinforcement Learning and Direct Policy Search for Modeling Multipurpose Water Reservoir Systems (Show >>)
Long-term temperature prediction with hybrid autoencoder algorithms (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Closing the loop between water supply and demand in the Nile River Basin under global change (Show >>)
How effectively (or not) can science and research be turned into adopted solutions and policies? (Show >>)
Machine-learning enhanced forecast of tropical cyclone rainfall for anticipatory humanitarian action  (Show >>)
Political instability influence on hydropower planning in Africa: a continental scale analysis (Show >>)
Journal Articles
Declining cost of renewables and climate change curb the need for African hydropower expansion (Show >>)
Model Predictive Control of water resources systems: A review and research agenda (Show >>)
Multi-objective optimal design of interbasin water transfers: The Tagus-Segura aqueduct (Spain) (Show >>)
Operationalizing equity in multipurpose water systems (Show >>)
Operations Eclipse Sequencing in Multipurpose Dam Planning (Show >>)
Seasonal forecast-informed reservoir operation. Potential benefits for a water-stressed Mediterranean basin (Show >>)
Tropical Cyclone Genesis Potential Indices in a New High‐Resolution Climate Models Ensemble: Limitations and Way Forward (Show >>)
Valuing the Codesign of Streamflow Forecast and Reservoir Operation Models (Show >>)


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


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Adaptive normative constraints to mitigate climate change induced conflicts in a snowmelt dominated water system (Show >>)
Advancing drought monitoring via feature extraction (Show >>)
Can we use flood control infrastructures in forecast-based drought management in a drying climate? (Show >>)
Connecting Spatial Climate Information to Infrastructure Operations using Deep Reinforcement Learning (Show >>)
Disentailing Sources of Future Uncertainties for Water Management Policies in a Subtropical Water System. (Show >>)
Operationalizing equity in multipurpose water systems operations (Show >>)
Policy Representation Learning for Multiobjective Reservoir Policy Design with Different Objective Dynamics (Show >>)
Putting humans in the loop: coupling behavioral modeling with natural systems' models (Show >>)
Rethinking reservoir operations: how expanding operation goals can yield win-win climate adaptation outcomes (Show >>)
Robust African Hydropower Development under Global Socio-Economic Uncertainties (Show >>)
Robust multi-scale strategies for increasing the resilience of the Mekong Delta (Show >>)
The AWESOME Project: A decision analytic framework for managing Water Energy Food and Ecosystems across sectors and scales in the South Mediterranean (Show >>)
When Timing Matters - Misdesigned Dam Filling Impacts Hydropower Sustainability (Show >>)
Contributions on scientific books
Water Resources Planning and Management in a Changing Climate and Society (Show >>)
Conference proceedings
Time-Variant Variational Transfer for Value Functions (Show >>)
Journal Articles
A State-of-the-Art Review of Optimal Reservoir Control for Managing Conflicting Demands in a Changing World (Show >>)
Advancing the representation of reservoir hydropower in energy systems modelling: The case of Zambesi River Basin (Show >>)
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems (Show >>)
Designing With Information Feedbacks: Forecast Informed Reservoir Sizing and Operation (Show >>)
Exploring future vulnerabilities of subalpine Italian regulated lakes under different climate scenarios: bottom‐up vs top-down and CMIP5 vs CMIP6 (Show >>)
Hydroclimatic change challenges the EU planned transition to a carbon neutral electricity system (Show >>)
Long-term water conservation is fostered by smart meter-based feedback and digital user engagement (Show >>)
Policy Representation Learning for Multiobjective Reservoir Policy Design With Different Objective Dynamics (Show >>)
Strategic basin and delta planning increases the resilience of the Mekong Delta under future uncertainty (Show >>)
When timing matters—misdesigned dam filling impacts hydropower sustainability (Show >>)
manifesti v. 3.9.3 / 3.9.3
Area Servizi ICT
29/04/2025