Carlo Ratti

Academic research

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(2.1) Papers

2024
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Jinhyung Lee, Junghwan Kim, Kee Moon Jang, Yuhao Kang, Fàbio Duarte, Carlo Ratti
Place identity: a generative AI’s perspective
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Fang Wang, Dingsong Cui, Paolo Santi, Carlo Ratti, Peng Liu, Ye Wu, Zhenpo Wang , Jin Liu, Zhaosheng Zhang
Challenges and opportunities in truck electrification revealed by big operational data
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Paolo Santi, Shamim N.Pakzad, Iman Dabbaghchian, Thomas J. Matarazzo, Sebastiano Milardo, Carlo Ratti
Bridging the Gap: commodifying infrastructure spatial dynamics with crowdsourced smartphone data
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Fan Zhang, R. Venkatesha Prasad, Martine Rutten, Carlo Ratti
GreenScan: Toward large-scale terrestrial monitoring the health of urban trees using mobile sensing
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Sadegh Sabouri, Fàbio Duarte, Carlo Ratti
Drive-by environmental sensing strategy to reach optimal and continuous spatio-temporal coverage using local transit network
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Erica Walker4, Sanjana Paul, Simone Mora, Marguerite Nyhan, Fàbio Duarte, Paolo Santi, Carlo Ratti
Big mobility data reveals hyperlocal air pollution exposure disparities in the Bronx, New York
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Min Chen, Michael Batty, Yu Liu, Fàbio Duarte, Carlo Ratti, Lawrence Vale, Gary Hack
Urban visual intelligence: Studying cities with artificial intelligence and street-level imagery
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Venkatesha Prasad, Yakir Preisler, Fàbio Duarte, Carlo Ratti
Tools and methods for monitoring the health of the urban greenery
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Jan Swevers, Alejandro Gonzalez-Garcia, Daniela Rus, Carlo Ratti
Robust Model Predictive Control with Control Barrier Functions for Autonomous Surface Vessels
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Carlo Ratti, Paolo Santi, Arianna Salazar-Miranda, Sadegh Sabouri, Edward Glaeser
The 15-minute city quantified using human mobility data
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Arianna Salazar-Miranda
The trade-off between sustainability and social segregation in the 15-minute city
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Carlo Ratti, Paolo Santi, Geoffrey B. West, Yu Liu, Michael Batty, Gilles Duranton, Marc Barthelemy, Michael Goodchild, Denise Pumain, Wenzhong Shi, Vincent Verbavatz, Anthony Yeh, Luís Bettencourt
Defining a city: delineating urban areas using cell-phone data
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2023
Carlo Ratti, Fàbio Duarte, John L. Durant, Carrie Makarewicz, Manish Shirgaokar, Patrick L. Kinney, Deb Niemeier
Quantifying Disparities in Air Pollution Exposures across the United States Using Home and Work Addresses
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Carlo Ratti, Songhua Hu, Zhengbing He
Planning dynamic wireless charging infrastructure for battery electric bus systems with the joint optimization of charging scheduling
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Carlo Ratti
The Removal Chain & Sentient Life Cycles
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Carlo Ratti, Paolo Santi
Merging transport network companies and taxis in Curitiba’s BRT system
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Martin Tamke
Design for Rethinking Resources
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Carlo Ratti, Fàbio Duarte, Yu Liu, Wei Tu, Yong Gao, Diansheng Guo
Comprehensive urban space representation with varying numbers of street level images
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Carlo Ratti, Behram Wali
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, Paolo Santi, Li Yan
Travel distance, frequency of return, and the spread of disease
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Carlo Ratti, Fàbio Duarte, An Wang, Sanjana Paul 1, Antonio Berrones
Air quality monitoring in coal-centric cities: a hybrid approach
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Carlo Ratti, Fàbio Duarte, Priyanka de Souza, An Wang, 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, Wei Wang, Daniela Rus, Tixiao Shan, Rens Doornbusch, Joshua Jordan, Niklas Hagemann, Jonathan Klein Schiphorst
Roboat III: An autonomous surface vessel for urban transportation
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Carlo Ratti, Michael Batty, Fan Zhang, Hui Lin, Rui Zhu, Mei-Po Kwan, Min Chen, Guonian Lü, Niklas Boers, Anthony J. Jakeman, Albert J. Kettner, Martin Brandt, Wenwen Li, Wei Luo, Daniel P. Ames;, C. Michael Barton, Susan M. Cuddy, Sujan Koirala, Jian Lu, Teng Zhong, Yongning Wen, Songshan Yue, Zhiyi Zhu, Zhixin Zhang, Zhuo Sun, Jian Lin, Zaiyang Ma, Yuanqing He, Kai Xu, Chunxiao Zhang
Iterative integration of deep learning in hybrid Earth surface system modelling
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