Ariel Noyman

Doorley, R., Berke, A., Noyman, A., Alonso, L., Ribó, J., Arroyo, V., Pons, M. and Larson, K., 2021. Mobility and COVID-19 in Andorra: Country-scale analysis of high-resolution mobility patterns and infection spread. IEEE Journal of Biomedical and Health Informatics, 26(1), pp.183-193.

Doorley, R., Noyman, A., Xiong, Z., Alonso, L., Grignard, A., & Larson, K. (2019, May 1). RevUrb: Understanding Urban Activity and Human Dynamics through Point Process Modelling of Telecoms Data. 2019 Smart Cities Symposium Prague, SCSP 2019 Proceedings. https://doi.org/10.1109/SCSP.2019.8805683

Noyman, A., Doorley, R., Xiong, Z., Alonso, L., Grignard, A., & Larson, K. (2019). Reversed urbanism: Inferring urban performance through behavioral patterns in temporal telecom data. Environment and Planning B: Urban Analytics and City Science, 46(8), 1480–1498. https://doi.org/10.1177/2399808319840668

Doorley, Ronan & Noyman, Ariel & Sakai, Yasushi & Larson, Kent. (2019). What's your MoCho? Real-time Mode Choice Prediction Using Discrete Choice Models and a HCI Platform. UrbComp SIGKDD 2019

Noyman, Ariel, and Kent Larson. "A deep image of the city: Generative urban-design visualization." Proceedings of the 11th annual symposium on simulation for architecture and urban design. 2020.

Alonso, L., Zhang, Y. R., Grignard, A., Noyman, A., Sakai, Y., ElKatsha, M., ... & Larson, K. (2018, July). Cityscope: a data-driven interactive simulation tool for urban design. Use case volpe. In International Conference on Complex Systems (pp. 253-261). Springer, Cham.

Alonso, L., Zhang, Y. R., Grignard, A., Noyman, A., Sakai, Y., Elkatsha, M., ... & Larson, K. (2019). Data-driven, evidence-based simulation of urban dynamics. use case volpe. Unifying Themes in Complex Systems, IX, 4.

Arnaud Grignard, Núria Macià, Luis Alonso Pastor, Ariel Noyman, Yan Zhang, and Kent Larson. 2018. CityScope Andorra: A Multi-level Interactive and Tangible Agent-based Visualization. In Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '18). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 1939-1940.

Noyman, Sakai, Larson 2018. CityScopeAR: Urban Design and Crowdsourced Engagement Platform. CHI 2018, 4,2007

Finding Places: HCI Platform for Public Participation in Refugees’ Accommodation Process. Ariel Noyman , Tobias Holtz, Johannes Kröger, Jörg Rainer Noennig, Kent Larson. a Massachusetts Institute of Technology, Media Lab, Changing Places Group, Cambridge MA, b HafenCity University Hamburg, CityScienceLab, c HafenCity University Hamburg, Lab for Geoinformatics & Geovisualization

Noyman, Ariel, Agnis Stibe, and Kent Larson. "Roadmap for Autonomous Cities: Sustainable Transformation of Urban Spaces." (2017).

Hu, Kai, Parfait Atchade-Adelomou, Carlo Adornetto, Adrian Mora-Carrero, Luis Alonso-Pastor, Ariel Noyman, Yubo Liu, and Kent Larson. "Graph RAG as Human Choice Model: Building a Data-Driven Mobility Agent with Preference Chain." arXiv preprint arXiv:2508.16172 (2025).