Tim Janke

According to our database, Tim Janke authored at least 7 papers between 2018 and 2024.

Collaborative distances:

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

2024

Evaluation Concept for Order Release Based on Simulation and Reinforcement Learning Against Changes to the Production Configuration.

Tim Janke, Michael Riesener, Seth Schmitz, Judith Fulterer, Hendrik Eisbein

Proceedings of the Annual Modeling and Simulation Conference, 2024

2023

Deep Learning-enabled MCMC for Probabilistic State Estimation in District Heating Grids.

Andreas Bott, Tim Janke, Florian Steinke

CoRR, 2023

2022

Generative machine learning methods for multivariate ensemble post-processing.

Jieyu Chen, Tim Janke, Florian Steinke, Sebastian Lerch

CoRR, 2022

Bidding and Scheduling in Energy Markets: Which Probabilistic Forecast Do We Need?

Mario Beykirch, Tim Janke, Florian Steinke

CoRR, 2022

2021

Implicit Generative Copulas.

Tim Janke, Mohamed Ghanmi, Florian Steinke

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Probabilistic Forecast Combination for Anomaly Detection in Building Heat Load Time Series.

Mario Beykirch, Tim Janke, Imed Tayeche, Florian Steinke

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

2018

Learning Dispatch Parameters of Thermal Power Plants from Observations.

Mario Beykirch, Tim Janke, Florian Steinke

Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018