Stefan Pfenninger

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 5

Top Topics

Complex Systems

State Transition

Spatio Temporal

Top Venues

Nat. Mac. Intell.

J. Open Source Softw.

Publications

Arsam Aryandoust, Anthony Patt, Stefan Pfenninger
Enhanced spatio-temporal electric load forecasts using less data with active deep learning. Nat. Mac. Intell. 4 (11) (2022)
Manuel Bröchin, Bryn Pickering, Tim Tröndle, Stefan Pfenninger
Harder, better, faster, stronger: understanding and improving the tractability of large energy system models. CoRR (2022)
Arsam Aryandoust, Stefan Pfenninger
Active machine learning for spatio-temporal predictions using feature embedding. CoRR (2020)
Stefan Pfenninger, Bryn Pickering
Calliope: a multi-scale energy systems modelling framework. J. Open Source Softw. 3 (29) (2018)
Stefan Pfenninger, Lion Hirth, Ingmar Schlecht, Eva Schmid, Frauke Wiese, Tom Brown, Chris Davis, Birgit Fais, Matthew J. Gidden, Heidi Heinrichs, Clara Heuberger, Simon Hilpert, Uwe Krien, Carsten Matke, Arjuna Nebel, Robbie Morrison, Berit Müller, Guido Pleßmann, Matthias Reeg, Jörn C. Richstein, Abhishek Shivakumar, Iain Staffell, Tim Tröndle, Clemens Wingenbach
Opening the black box of energy modelling: strategies and lessons learned. CoRR (2017)