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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
LecturerRatti Carlo
QualificationFull professor
Belonging DepartmentDipartimento di Architettura, Ingegneria delle Costruzioni e Ambiente Costruito
Scientific-Disciplinary GroupCEAR-12/A - Urban And Regional Planning
Curriculum Vitae---
OrcIDhttps://orcid.org/0000-0003-2026-5631

Contacts
Office hoursOffice hours is not available yet
E-mailcarlofilippo.ratti@polimi.it
Personal websitehttp://senseable.mit.edu

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

List of publications and reserach products for the year 2026 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Unsupervised mapping of urban tree diversity using spatially-aware visual clustering (Show >>)


List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Space Bubbles: The Deflection of Solar Radiation Using Thin‐Film Inflatable Bubble Rafts (Show >>)
Journal Articles
Assessing the impact of energy coaching with smart technology interventions to alleviate energy poverty (Show >>)
Assessing the impact of greenery on urban heat using opportunistic drive-by sensing (Show >>)
Beijing’s urbanization reflected in apartment layouts: a computer vision and isovist analysis (1970–2020) (Show >>)
Crime and Visually Perceived Safety of the Built Environment: A Deep Learning Approach (Show >>)
Data Slots: trade-offs between privacy concerns and benefits of data-driven solutions (Show >>)
Data-driven nutritional assessment of urban food landscapes: insights from Boston, London, and Dubai (Show >>)
Determinants of the localized behavior of individual food delivery choices (Show >>)
Exploring the social life of urban spaces through AI (Show >>)
Feeling Nature: Measuring perceptions of biophilia across global biomes using visual AI (Show >>)
Identifying public transit deserts: A travel demand-independent persistent homology-based method (Show >>)
Instant infrared: Estimating urban surface temperatures from street view imagery (Show >>)
Leveraging Seawater Thermal Energy Storage and Heat Pumps for Coupling Electricity and Urban Heating: A Techno-Economic Analysis (Show >>)
Mapping facade materials utilizing zero-shot segmentation for applications in urban microclimate research (Show >>)
Modeling ride-hailing and carsharing adoption & use patterns: deciphering the substitutive and complementary impacts of built environment, transit accessibility, & active travel (Show >>)
Seismic assessment of unreinforced masonry façades from images using macroelement-based modeling (Show >>)
The effect of air pollution exposure on menstrual cycle health using self-reported data from a mobile health app: a prospective, observational study (Show >>)
Urban planning in the era of large language models (Show >>)
Urban sensing using existing fiber-optic networks (Show >>)
Urban visual uniqueness: A landmark-free framework to quantify city's identity and distinctiveness from everyday scenes (Show >>)
User‑centered evaluation of visual generative AI for city design: an exploratory technology acceptance model analysis (Show >>)
Walking smart in the heat: A dynamic shade-oriented pathfinding approach to enhance pedestrian comfort in arid cities (Show >>)


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Robust Model Predictive Control with Control Barrier Functions for Autonomous Surface Vessels (Show >>)
Journal Articles
Big mobility data reveals hyperlocal air pollution exposure disparities in the Bronx, New York (Show >>)
Bridging the Gap: commodifying infrastructure spatial dynamics with crowdsourced smartphone data (Show >>)
Challenges and opportunities in truck electrification revealed by big operational data (Show >>)
ChatEV: Predicting electric vehicle charging demand as natural language processing (Show >>)
Defining a city: delineating urban areas using cell-phone data (Show >>)
Drive-by Environmental Sensing Strategy to Reach Optimal and Continuous Spatio-Temporal Coverage Using Local Transit Network (Show >>)
FMGCN: Federated Meta Learning-Augmented Graph Convolutional Network for EV Charging Demand Forecasting (Show >>)
GreenScan: Toward Large-Scale Terrestrial Monitoring the Health of Urban Trees Using Mobile Sensing (Show >>)
Mapping sidewalks accessibility with smartphone imagery and visual AI: a participatory approach (Show >>)
No “true” greenery: Deciphering the bias of satellite and street view imagery in urban greenery measurement (Show >>)
Place identity: a generative AI’s perspective (Show >>)
The 15-minute City Quantified Using Human Mobility Data (Show >>)
The role of urban amenities in facilitating social mixing: Evidence from Stockholm (Show >>)
The trade-off between sustainability and social segregation in the 15-minute city (Show >>)
Tools and methods for monitoring the health of the urban greenery (Show >>)
Toward a personalized autonomous transportation system: Vision, challenges, and solutions (Show >>)
Un nuovo inizio per il nucleare / A new beginning for nuclear (Show >>)
Urban Visual Intelligence: Studying Cities with Artificial Intelligence and Street-Level Imagery (Show >>)
When Cities Go Nuclear: Exploring the Applications of Nuclear Batteries Toward Energy Transformation (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Key Themes, Trends, and Drivers of Mobile Ambient Air Quality Monitoring: A Systematic Review and Meta-Analysis (Show >>)
Smart curbs: Measuring street activities in real-time using computer vision (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Favelas 4D: Scalable methods for morphology analysis of informal settlements using terrestrial laser scanning data (Show >>)
Understanding architecture age and style through deep learning (Show >>)
manifesti v. 3.14.6 / 3.14.6
Area Servizi ICT
08/08/2026