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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorGiuliani Matteo
QualificationUntenured researcher legge 240/10 full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/04 - Systems And Control Engineering
Curriculum VitaeDownload CV (90.6Kb - 26/10/2015)
OrcIDhttps://orcid.org/0000-0002-4780-9347

Contacts
Professor's office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
DEIB - edificio 21213MondayFrom 11:00
To 12:00
9040--the meeting should be arranged via email
E-mailmatteo.giuliani@polimi.it
Professor's 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 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review (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 >>)


List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Advancing the representation of reservoir operations in SWAT to evaluate alternative water management strategies: A case study in the Omo River Basin, Ethiopia (Show >>)
Assessing the operational value of short-term forecast information under climate change (Show >>)
Assessing the value of hydroclimatic services for hydropower megadams: the case of the Grand Ethiopian Renaissance Dam (Show >>)
Can artificial intelligence improve seasonal forecasts and inform reservoir operations? (Show >>)
Coping with changing climate extremes in large regulated river basins (Show >>)
Dynamic Adaptation to Climate Change: Framing the Challenge of Uncertainty Characterization for Human-Environmental Systems (Show >>)
Dynamic retrieval of informative inputs for multi-sector reservoir policy design with diverse spatio-temporal objective scales (Show >>)
Fitted Q-iteration for optimal water reservoir network operation under varying hydro-climatic conditions (Show >>)
From individualistic behavior to full cooperation: optimal management policy design under varying cooperation levels in the Nile River basin (Show >>)
Informed water infrastructure design: improving coupled dam sizing and operation by streamflow forecasts (Show >>)
Integrating hydrological constraints for hydropower in energy models: the case of the Zambesi River Basin in the Southern African Power Pool (Show >>)
Robust Infrastructure Sequencing and Management for Growing Food Energy and Water Demands in the Zambezi River Basin (Show >>)
Robust design of dam heightening in a changing climate: a case study in the Swiss Alps (Show >>)
Robust design of dam heightening under climate change: a case study in the Swiss Alps (Show >>)
Stability and equity in transboundary river basins facing changes in climate and society (Show >>)
Water-food-energy-ecosystems nexus in irrigation systems adaptation to climate change: a case study of the Adda basin (Italy) (Show >>)
Conference proceedings
Data-driven control of water reservoirs using an emulator of the climate system (Show >>)
Multi-objective optimal control of a simple stochastic climate-economy model (Show >>)
Journal Articles
An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty (Show >>)
Climate Adaptation as a Control Problem: Review and Perspectives on Dynamic Water Resources Planning Under Uncertainty (Show >>)
From skill to value: Isolating the influence of end user behavior on seasonal forecast assessment (Show >>)
Insurance Portfolio Diversification Through Bundling for Competing Agents Exposed to Uncorrelated Drought and Flood Risks (Show >>)
Integrated Design of Dam Size and Operations via Reinforcement Learning (Show >>)
What Will the Weather Do? Forecasting Flood Losses Based on Oscillation Indices (Show >>)
manifesti v. 3.5.13 / 3.5.13
Area Servizi ICT
02/03/2024