Benjamin Tischler

According to our database, Benjamin Tischler authored at least 8 papers between 2025 and 2026.

Collaborative distances:

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

2026

Transfer Learning for Neural Parameter Estimation applied to Building RC Models.

Fabian Raisch, Timo Germann, J. Nathan Kutz, Christoph Goebel, Benjamin Tischler

CoRR, April, 2026

BuilDyn: Excitation-Driven Data Generation for Building Thermal Dynamics Modeling and Control.

Felix Koch, Thomas Krug, Fabian Raisch, Benjamin Schäfer, Benjamin Tischler

Proceedings of the 2026 ACM Sustainability Week, 2026

Thermal-GEMs: Generalized Models for Building Thermal Dynamics.

Felix Koch, Fabian Raisch, Benjamin Tischler

Proceedings of the 13th ACM International Conference on Systems for Energy-Efficient Buildings, 2026

2025

A Highly Configurable Framework for Large-Scale Thermal Building Data Generation to drive Machine Learning Research.

Thomas Krug, Fabian Raisch, Dominik Aimer, Markus Wirnsberger, Ferdinand Sigg, Felix Koch, Benjamin Schäfer, Benjamin Tischler

CoRR, December, 2025

State-Space Models for Tabular Prior-Data Fitted Networks.

Felix Koch, Marcel Wever, Fabian Raisch, Benjamin Tischler

CoRR, October, 2025

Adapting to Change: A Comparison of Continual and Transfer Learning for Modeling Building Thermal Dynamics under Concept Drifts.

Fabian Raisch, Max Langtry, Felix Koch, Ruchi Choudhary, Christoph Goebel, Benjamin Tischler

CoRR, August, 2025

BUILDA: A Thermal Building Data Generation Framework for Transfer Learning.

Thomas Krug, Fabian Raisch, Dominik Aimer, Markus Wirnsberger, Ferdinand Sigg, Benjamin Schäfer, Benjamin Tischler

CoRR, August, 2025

GenTL: A General Transfer Learning Model for Building Thermal Dynamics.

Fabian Raisch, Thomas Krug, Christoph Goebel, Benjamin Tischler

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