| Big data mining for the estimation of hourly rooftop photovoltaic potential and its uncertainty A Walch, R Castello, N Mohajeri, JL Scartezzini Applied Energy 262, 114404, 2020 | 142 | 2020 |
| Shallow geothermal energy potential for heating and cooling of buildings with regeneration under climate change scenarios A Walch, X Li, J Chambers, N Mohajeri, S Yilmaz, M Patel, JL Scartezzini Energy 244, 123086, 2022 | 41 | 2022 |
| Quantifying the technical geothermal potential from shallow borehole heat exchangers at regional scale A Walch, N Mohajeri, A Gudmundsson, JL Scartezzini Renewable Energy 165, 369-380, 2021 | 36 | 2021 |
| A critical comparison of methods to estimate solar rooftop photovoltaic potential in Switzerland A Walch, N Mohajeri, JL Scartezzini Journal of Physics: Conference Series 1343 (1), 012035, 2019 | 19 | 2019 |
| Spatio-temporal modelling and uncertainty estimation of hourly global solar irradiance using Extreme Learning Machines A Walch, R Castello, N Mohajeri, F Guignard, M Kanevski, JL Scartezzini Energy Procedia 158, 6378-6383, 2019 | 18 | 2019 |
| Spatio-temporal estimation of wind speed and wind power using extreme learning machines: predictions, uncertainty and technical potential F Amato, F Guignard, A Walch, N Mohajeri, JL Scartezzini, M Kanevski Stochastic Environmental Research and Risk Assessment 36 (8), 2049-2069, 2022 | 11 | 2022 |
| Covid-19 mobility restrictions: impacts on urban air quality and health N Mohajeri, A Walch, A Gudmundsson, C Heaviside, S Askari, ... Buildings & cities 2 (1), 759, 2021 | 11 | 2021 |
| A fast machine learning model for large-scale estimation of annual solar irradiation on rooftops A Walch, R Castello, N Mohajeri, JL Scartezzini Proceedings of Solar World Congress 2019, 2020 | 11 | 2020 |
| Optimal spatial resource allocation in networks: Application to district heating and cooling X Li, A Walch, S Yilmaz, M Patel, J Chambers Computers & Industrial Engineering 171, 108448, 2022 | 8 | 2022 |
| Quantification of the suitable rooftop area for solar panel installation from overhead imagery using Convolutional Neural Networks R Castello, A Walch, R Attias, R Cadei, S Jiang, JL Scartezzini Journal of Physics: Conference Series 2042 (1), 012002, 2021 | 6 | 2021 |
| Strategic PV expansion and its impact on regional electricity self-sufficiency: Case study of Switzerland A Walch, M Rüdisüli Applied Energy 346, 121262, 2023 | 4 | 2023 |
| A machine learning methodology to quantify the potential of urban densification in the Oxford-Cambridge Arc, United Kingdom N Mohajeri, A Walch, A Smith, A Gudmundsson, D Assouline, T Russell, ... Sustainable Cities and Society 92, 104451, 2023 | 4 | 2023 |
| Using Machine Learning to estimate the technical potential of shallow ground-source heat pumps with thermal interference A Walch, R Castello, N Mohajeri, A Gudmundsson, JL Scartezzini Journal of Physics: Conference Series 2042 (1), 012010, 2021 | 4 | 2021 |
| Spatio-temporal estimation of renewable energy potential in built environments using big data AUR Walch EPFL, 2022 | 3 | 2022 |
| Quantification of existing rooftop PV hourly generation capacity and validation against measurement data A Walch, M Rüdisüli, R Castello, JL Scartezzini Journal of Physics: Conference Series 2042 (1), 012011, 2021 | 3 | 2021 |
| Wind of change: predicting wind potentials for the energy transition F Amato, F Guignard, A Walch EGU General Assembly Conference Abstracts, EGU21-4581, 2021 | 1 | 2021 |
| Quand IA et SIG explorent le potentiel des énergies renouvelables A WALCH | | 2021 |
| Residential density classification for sustainable housing development using a machine learning approach N Mohajeri, A Walch, D Assouline, A Gudmundsson, A Smith, T Russel, ... Journal of Physics: Conference Series 2042 (1), 012017, 2021 | | 2021 |
| Assessment of hybrid urban renewable energy potential through sector coupling of photovoltaic electricity and geothermal heat A Walch, R Sibuet, R Castello, JL Scartezzini EGU General Assembly Conference Abstracts, EGU21-13411, 2021 | | 2021 |
| A big data approach to estimate available roof area for solar PV installation at national scale. A Walch, R Castello, N Mohajeri, JL Scartezzini Geophysical Research Abstracts 21, 2019 | | 2019 |
Jean-Louis ScartezziniProfesseur ordinaire de Physique du Bâtiment, Laboratoire d'Energie Solaire et de Physique duVerified email at epfl.ch
