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Alina Ursula Rosa Walch

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Alina Ursula Rosa Walch

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Strategic PV expansion and its impact on regional electricity self-sufficiency: Case study of Switzerland

Spatio-Temporal Estimation of Renewable Energy Potential in Built Environments using Big Data

Quantification of the suitable rooftop area for solar panel installation from overhead imagery using Convolutional Neural Networks

Using Machine Learning to estimate the technical potential of shallow ground-source heat pumps with thermal interference

Quantification of existing rooftop PV hourly generation capacity and validation against measurement data

Residential density classification for sustainable housing development using a machine learning approach

A fast machine learning model for large-scale estimation of annual solar irradiation on rooftops

Quantifying the technical geothermal potential from shallow borehole heat exchangers at regional scale

A critical comparison of methods to estimate solar rooftop photovoltaic potential in Switzerland