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)

Automatic Differentiation of Variable and Fixed Speed Heat Pumps With Smart Meter Data. - Tobias Brudermueller; Florian Wirth; Andreas Weigert; Thorsten Staake (SmartGridComm, 2022)

Disaggregation of Heat Pump Load Profiles From Low-Resolution Smart Meter Data. - Tobias Brudermueller; Fabian Breer; Thorsten Staake (BuildSys, 2023)

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 (e-Energy, 2025)

Rapidly Trainable Large-Scale Probabilistic Heat Pump Load Forecasting: A Kernel Density Estimation Approach. - Leo Semmelmann; Tobias Brudermueller (e-Energy, 2025)