Predicting Fine Particulate Matter (PM2.5) in the Greater London Area: An Ensemble Approach using Machine Learning Methods. - Mahdieh Danesh Yazdi; Zheng Kuang; Konstantina Dimakopoulou; Benjamin Barratt; Esra Suel; Heresh Amini; Alexei I. Lyapustin; Klea Katsouyanni; Joel Schwartz (Remote. Sens., 2020)

PCACE: A Statistical Approach to Ranking Neurons for CNN Interpretability. - Sílvia Casacuberta; Esra Suel; Seth R. Flaxman (CoRR, 2021)

Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates in Developing Nations. - Nishant Yadav; Meytar Sorek-Hamer; Michael Von Pohle; Ata Akbari Asanjan; Adwait Sahasrabhojanee; Esra Suel; Raphael Arku; Violet Lingenfelter; Michael Brauer; Majid Ezzati; Nikunj C. Oza; Auroop R. Ganguly (CoRR, 2022)

What You See Is What You Breathe? Estimating Air Pollution Spatial Variation Using Street-Level Imagery. - Esra Suel; Meytar Sorek-Hamer; Izabela Moise; Michael Von Pohle; Adwait Sahasrabhojanee; Ata Akbari Asanjan; Raphael Arku; Abosede S. Alli; Benjamin Barratt; Sierra N. Clark; Ariane Middel; Emily Deardorff; et al. (Remote. Sens., 2022)

Self-supervised learning unveils change in urban housing from street-level images. - Steven Stalder; Michele Volpi; Nicolas Büttner; Stephen Law; Kenneth Harttgen; Esra Suel (CoRR, 2023)

Vehicle-to-grid for car sharing - A simulation study for 2030. - Nina Wiedemann; Yanan Xin 001; Vasco Medici; Lorenzo Nespoli; Esra Suel; Martin Raubal (CoRR, 2023)

National-scale bi-directional EV fleet control for ancillary service provision. - Lorenzo Nespoli; Nina Wiedemann; Esra Suel; Yanan Xin 001; Martin Raubal; Vasco Medici (Energy Inform., 2023)

Influence of tracking duration on the privacy of individual mobility graphs. - Nina Wiedemann; Henry Martin; Esra Suel; Ye Hong; Yanan Xin 001 (J. Locat. Based Serv., 2023)

Do poverty and wealth look the same the world over? A comparative study of 12 cities from five high-income countries using street images. - Esra Suel; Emily Muller; James E. Bennett; Tony Blakely; Yvonne Doyle; John Lynch; Joreintje D. Mackenbach; Ariane Middel; Anja Mizdrak; Ricky Nathvani; Michael Brauer; Majid Ezzati (EPJ Data Sci., 2023)

KidSat: satellite imagery to map childhood poverty dataset and benchmark. - Makkunda Sharma; Fan Yang; Duy-Nhat Vo; Esra Suel; Swapnil Mishra; Samir Bhatt; Oliver Fiala; William Rudgard; Seth R. Flaxman (CoRR, 2024)

Disparities in public transport accessibility in London from 2011 to 2021. - Yuxin Nie; Shivani Bhatnagar; Duncan Smith; Esra Suel (Comput. Environ. Urban Syst., 2024)

Self-supervised learning unveils urban change from street-level images. - Steven Stalder; Michele Volpi; Nicolas Büttner; Stephen Law; Kenneth Harttgen; Esra Suel (Comput. Environ. Urban Syst., 2024)