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Academic research

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(2.1) Papers

2023
Carlo Ratti, 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, 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, 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, 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, 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, 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, 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, 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, Serge Hoogendoorn
Tracking stolen bikes in Amsterdam
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15/02/2023
Carlo Ratti, Fàbio Duarte, Wei Wang, 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, 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, Katja Schechtner
Measuring the impact of slow zones on street life using social media
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28/10/2022
Carlo Ratti, 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, 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, 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, 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
Sensing lights: the challenges of transforming street lights into an urban intelligence platform
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21/08/2022
Carlo Ratti, Michael Batty, Hui Lin, Mei-Po Kwan, Christophe Claramunt, Ahmad M. Senousi, Tao Cheng, Josef Strobl, Arzu Çöltekin, John Wilson, Temenoujka Bandrova, Olaf Kolditz, Guonian Lü, Milan Konecny, Paul M. Torrens, Fengyuan Zhang, Li He, Jinfeng Wang, Alexander Klippel, Songnian Li
Geographic information science in the era of geospatial big data: A cyberspace perspective
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15/08/2022
Carlo Ratti, Fàbio Duarte
Understanding architecture age and style through deep learning
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08/06/2022
Carlo Ratti
From Amsterdam to New Amsterdam to Amsterdam: How Urban Mobility Shapes Cities
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10/05/2022
Carlo Ratti, Yu Liu, Siqi Zheng
The universality in urban commuting across and within cities
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01/05/2022
Carlo Ratti, Fàbio Duarte, Washington Fajardo, Claire Gorman
Favelas 4D: Scalable methods for morphology analysis of informal settlements using terrestrial laser scanning data
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27/04/2022
Paolo Santi, Xiaohu Zhang, Man Sing Wong, Martina Mazzarello, Min Chen
Optimization of photovoltaic provision in a three-dimensional city using real-time electricity demand
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28/03/2022
Paolo Santi, Fàbio Duarte, Giovanni Resta
The cost of non‐coordination in urban on-demand mobility
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18/03/2022