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Academic research

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(2.1) Papers

2023
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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17/10/2023
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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02/10/2023
Carlo Ratti, Paolo Santi, Li Yan
Travel distance, frequency of return, and the spread of disease
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04/09/2023
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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21/08/2023
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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06/08/2023
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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01/08/2023
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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11/07/2023
Carlo Ratti, Zhuangyuan Fan, Becky P. Y. Loo
Urban visual intelligence: Uncovering hidden city profiles with street view images
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26/06/2023
Carlo Ratti, Fàbio Duarte, Priyanka de Souza, Simone Mora, An Wang, Yuki Machida
Key themes, trends, and drivers of mobile ambient air quality monitoring: a systematic review and meta-analysis
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15/06/2023
Carlo Ratti, François Golay, Michael Batty, Hui Lin, Mei-Po Kwan, Min Chen, Xintao Liu, Ahmad M. Senousi, Tao Cheng, Josef Strobl, Arzu Çöltekin, Temenoujka Bandrova, Olaf Kolditz, Guonian Lü, Peng Peng, Anthony C. Robinson, Dajiang Wang, John P. Wilson, Milan Konecny, Paul M. Torrens, Fengyuan Zhang, Jinfeng Wang, Alexander Klippel, Songnian Li, Maryam Lotfian, Stéphane Joost, Jens Ingensand
Artificial intelligence and visual analytics in geographical space and cyberspace: Research opportunities and challenges
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01/06/2023
Carlo Ratti, Fàbio Duarte, Fan Zhang, Yuhao Kang, Song Gao, Vania Ceccato, Lukas Ljungqvist, Per Näsman
Assessing differences in safety perceptions using GeoAI and survey across neighbourhoods in Stockholm, Sweden
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20/04/2023
Carlo Ratti, Jing Yuan, Xiangfeng Tan, Ran Xue, Yuan Zheng, Pankaj Trivedi
Perspective on the development of synthetic microbial community (SynCom) biosensors
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15/04/2023
Carlo Ratti, Fàbio Duarte, Priyanka de Souza, Simone Mora, Ye Tian, Xiaobai Yao
Improving NO2 prediction by integrating tree diversity, urban form, and scale sensitivity through mobile monitoring
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26/03/2023
Carlo Ratti, Fàbio Duarte, Priyanka de Souza, Simone Mora, An Wang, 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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08/03/2023
Carlo Ratti, Fàbio Duarte, Pietro Leoni, Arianna Salazar-Miranda, Maoran Sun
Smart curbs: Measuring street activities in real-time using computer vision
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27/02/2023
Carlo Ratti, Pietro Leoni, Tom Benson, Titus Venverloo, Serge Hoogendoorn
Tracking stolen bikes in Amsterdam
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15/02/2023
Carlo Ratti, Fàbio Duarte, Wei Wang, Yuan Yuan Qiao, Jie Yang
Survey of deep learning for autonomous surface vehicles in marine environments
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13/01/2023
2022
Carlo Ratti, Paolo Santi, Thomas Matarazzo, Shamim Pakzad, Sebastiano Milardo, Soheil Sadeghi Eshkevaril, Markus J. Buehler
Crowdsourcing bridge dynamic monitoring with smartphone vehicle trips
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03/11/2022
Carlo Ratti, Fàbio Duarte, Arianna Salazar-Miranda, Katja Schechtner
Measuring the impact of slow zones on street life using social media
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28/10/2022
Carlo Ratti, Wei Tu, Tianhong Zhao, Xiaoyi He, Qingquan Li, Timothy J. Wallington, Xianglong Liu, Gregory A. Keoleian;
Understanding ridesourcing mobility and the future of electrification: a comparative study in Beijing
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15/10/2022
Carlo Ratti, Fàbio Duarte, Shinkyu Park, Siavash Isazadeh, Eric J. Alm, Lin Zhang, Claire Duvallet, Katya Frois-Moniz, Fangqiong Ling, Xiaoqian (Annie) Yu, Chengzhen Dai
MicrobiomeCensus estimates human population sizes from wastewater samples based on inter-individual variability in gut microbiomes
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23/09/2022
Carlo Ratti
Afterword. Lessons for our future cities
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20/09/2022
Carlo Ratti, Fàbio Duarte, Drew Meyers, H Hemond, M van der Blom, A van der Helm, A Whittle
Initial deployment of a mobile sensing system for water quality in urban canals
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12/09/2022
Carlo Ratti, Paolo Santi, Daniel Carmody, T Harris, S Lehman, Timur Abbiasov, Robert Dunbar
The effect of co-location on human communication networks
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22/08/2022
Carlo Ratti, Dennis Frenchman, Ricardo Álvarez
Sensing lights: the challenges of transforming street lights into an urban intelligence platform
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21/08/2022