Escaping from Cities during the COVID-19 Crisis: Using Mobile Phone Data to Trace Mobility in Finland. - Elias Willberg; Olle Järv; Tuomas Väisänen; Tuuli Toivonen (ISPRS Int. J. Geo Inf., 2021)

Urban Visual Appeal According to ChatGPT: Contrasting AI and Human Insights. - Milad Malekzadeh 002; Elias Willberg; Jussi Torkko; Tuuli Toivonen (CoRR, 2024)

'Green or short: choose one' - A comparison of walking accessibility and greenery in 43 European cities. - Elias Willberg; Christoph Fink; Robert Klein; Roope Heinonen; Tuuli Toivonen (Comput. Environ. Urban Syst., 2024)

Urban attractiveness according to ChatGPT: Contrasting AI and human insights. - Milad Malekzadeh 002; Elias Willberg; Jussi Torkko; Tuuli Toivonen (Comput. Environ. Urban Syst., 2025)