Search Results for author: Sgouris Sgouridis

Found 3 papers, 3 papers with code

Sky-image-based solar forecasting using deep learning with multi-location data: training models locally, globally or via transfer learning?

1 code implementation3 Nov 2022 Yuhao Nie, Quentin Paletta, Andea Scott, Luis Martin Pomares, Guillaume Arbod, Sgouris Sgouridis, Joan Lasenby, Adam Brandt

With more and more sky image datasets open sourced in recent years, the development of accurate and reliable deep learning-based solar forecasting methods has seen a huge growth in potential.

Transfer Learning

Switching Economics for Physics and the Carbon Price Inflation: Problems in Integrated Assessment Models and their Implications

1 code implementation20 Mar 2016 Sgouris Sgouridis, Abdulla Kaya, Denes Csala

Integrated Assessment Models (IAMs) are mainstay tools for assessing the long-term interactions between climate and the economy and for deriving optimal policy responses in the form of carbon prices.

General Finance Physics and Society

A Net Energy-based Analysis for a Climate-constrained Sustainable Energy Transition

1 code implementation23 Mar 2015 Sgouris Sgouridis, Ugo Bardi, Denes Csala

Building a renewable energy infrastructure requires an upfront energy investment that subtracts from the net energy available to society.

Physics and Society

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