Stefan Pfenninger

According to our database, Stefan Pfenninger authored at least 5 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Enhanced spatio-temporal electric load forecasts using less data with active deep learning.

Arsam Aryandoust, Anthony Patt, Stefan Pfenninger

Nat. Mac. Intell., November, 2022

Harder, better, faster, stronger: understanding and improving the tractability of large energy system models.

Manuel Bröchin, Bryn Pickering, Tim Tröndle, Stefan Pfenninger

CoRR, 2022

2020

Active machine learning for spatio-temporal predictions using feature embedding.

Arsam Aryandoust, Stefan Pfenninger

CoRR, 2020

2018

Calliope: a multi-scale energy systems modelling framework.

Stefan Pfenninger, Bryn Pickering

J. Open Source Softw., 2018

2017

Opening the black box of energy modelling: strategies and lessons learned.

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

CoRR, 2017