Carlo Ratti

Academic research

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(2.1) Papers

2024
Leonard Schrage, Fàbio Duarte, Carlo Ratti
The Removal Chain & Sentient Life Cycles
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Carlo Ratti, Gary Hack, Lawrence Vale, Min Chen, Arianna Salazar-Miranda, Fan Zhang, Michael Batty, Yu Liu, Fàbio Duarte
Urban visual intelligence: Studying cities with artificial intelligence and street-level imagery
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Venkatesha Prasad, Yakir Preisler, Akshit Gupta, Simone Mora, Fàbio Duarte, Carlo Ratti
Tools and methods for monitoring the health of the urban greenery
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Daniela Rus, Wei Wang, Carlo Ratti, Wei Xiao, Jan Swevers, Alejandro Gonzalez-Garcia
Robust Model Predictive Control with Control Barrier Functions for Autonomous Surface Vessels
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Sadegh Sabouri, Ed Glaeser, Timur Abbiasov, Cate Heine, Arianna Salazar-Miranda, Paolo Santi, Carlo Ratti
The 15-minute city quantified using human mobility data
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Arianna Salazar-Miranda, Carlo Ratti
The trade-off between sustainability and social segregation in the 15-minute city
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Anthony Yeh, Vincent Verbavatz, Wenzhong Shi, Denise Pumain, Michael Goodchild, Marc Barthelemy, Gilles Duranton, Lei Dong, Michael Batty, Yu Liu, Geoffrey B. West, Luís M. A. Bettencourt, Fàbio Duarte, Paolo Santi, Carlo Ratti
Defining a city: delineating urban areas using cell-phone data
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2023
Fàbio Duarte, Carlo Ratti, Deb Niemeier, Patrick L. Kinney, Manish Shirgaokar, Carrie Makarewicz, Susan Anenberg, John L. Durant, Priyanka de Souza
Quantifying Disparities in Air Pollution Exposures across the United States Using Home and Work Addresses
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Zhengbing He, Songhua Hu, Yi He, Wenlong Li, Carlo Ratti
Planning dynamic wireless charging infrastructure for battery electric bus systems with the joint optimization of charging scheduling
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Rafael Milani Medeiros, Fàbio Duarte, Paolo Santi, Carlo Ratti
Merging transport network companies and taxis in Curitiba’s BRT system
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Carlo Ratti, Mette Ramsgaard Thomsen, Martin Tamke
Design for Rethinking Resources
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Carlo Ratti, Fàbio Duarte, Yu Liu, Fan Zhang, Wei Tu, Yingjing Huang, Yong Gao, Diangsheng Guo
Comprehensive urban space representation with varying numbers of street level images
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Carlo Ratti, Paolo Santi
Are Californians willing to use shared automated vehicles (SAV) & renounce existing vehicles? An empirical analysis of factors determining SAV use & household vehicle ownership
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Carlo Ratti, Fàbio Duarte, Priyanka de Souza, Simone Mora, Yuki Machida, Sanjana Paul, Oluwatobi Oyinlola
Hyperlocal environmental data with a mobile platform in urban environments
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Carlo Ratti, Fàbio Duarte, Pietro Leoni, Daniela Rus, Tixiao Shan, David Fernández-Gutiérrez, Rens Doornbusch, Joshua Jordan, Niklas Hagemann, Jonathan Klein Schiphorst
Roboat III: An autonomous surface vessel for urban transportation
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Michael Batty, Rui Zhu, Mei-Po Kwan, Niklas Boers, Anthony J. Jakeman, Albert J. Kettner, Martin Brandt, Wenwen Li, Wei Luo
Iterative integration of deep learning in hybrid Earth surface system modelling
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Carlo Ratti, Fan Zhang, Becky P. Y. Loo
Urban visual intelligence: Uncovering hidden city profiles with street view images
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Carlo Ratti, Fàbio Duarte, Priyanka de Souza, Simone Mora, Yuki Machida, Sanjana Paul
Key themes, trends, and drivers of mobile ambient air quality monitoring: a systematic review and meta-analysis
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Hui Lin, Xintao Liu, Josef Strobl, Arzu Çöltekin, Olaf Kolditz, Guonian Lü, Peng Peng, Anthony C. Robinson, Dajiang Wang, John P. Wilson
Artificial intelligence and visual analytics in geographical space and cyberspace: Research opportunities and challenges
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Carlo Ratti, Fàbio Duarte, Fan Zhang, Song Gao, Jontan Abraham, Vania Ceccato, Lukas Ljungqvist, Per Näsman
Assessing differences in safety perceptions using GeoAI and survey across neighbourhoods in Stockholm, Sweden
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Carlo Ratti, Kankan Zhao, Xiangfeng Tan, Ran Xue, Yuan Zheng, Pankaj Trivedi
Perspective on the development of synthetic microbial community (SynCom) biosensors
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Carlo Ratti, Fàbio Duarte, Priyanka de Souza, Simone Mora, Xiaobai Yao, An Wang
Improving NO2 prediction by integrating tree diversity, urban form, and scale sensitivity through mobile monitoring
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Carlo Ratti, Fàbio Duarte, Priyanka de Souza, Simone Mora, Yuki Machida, Tiffany Duhl, Neelakshi Hudda, John L. Durant
Leveraging machine learning algorithms to advance low-cost air sensor calibration in stationary and mobile settings
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Carlo Ratti, Fàbio Duarte, Pietro Leoni, Fan Zhang, Maoran Sun
Smart curbs: Measuring street activities in real-time using computer vision
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Carlo Ratti, Fàbio Duarte, Pietro Leoni, Tom Benson, Serge Hoogendoorn
Tracking stolen bikes in Amsterdam
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