Tobias Brudermueller

According to our database, Tobias Brudermueller authored at least 5 papers between 2020 and 2025.

Collaborative distances:

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

2025

Rapidly Trainable Large-Scale Probabilistic Heat Pump Load Forecasting: A Kernel Density Estimation Approach.

Leo Semmelmann, Tobias Brudermueller

Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

HEAPO - An Open Dataset for Heat Pump Optimization with Smart Electricity Meter Data and On-Site Inspection Protocols.

Tobias Brudermueller, Elgar Fleisch, Marina González Vayá, Thorsten Staake

Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

2023

Disaggregation of Heat Pump Load Profiles From Low-Resolution Smart Meter Data.

Tobias Brudermueller, Fabian Breer, Thorsten Staake

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

2022

Automatic Differentiation of Variable and Fixed Speed Heat Pumps With Smart Meter Data.

Tobias Brudermueller, Florian Wirth, Andreas Weigert, Thorsten Staake

Proceedings of the IEEE International Conference on Communications, 2022

2020

Making Logic Learnable With Neural Networks.

Tobias Brudermueller, Dennis L. Shung, Loren Laine, Adrian J. Stanley, Stig B. Laursen, Harry R. Dalton, Jeffrey Ngu, Michael Schultz, Johannes Stegmaier, Smita Krishnaswamy

CoRR, 2020