5 Publications
2026 | Journal Article | LibreCat-ID: 65810
Temporal causal feature selection for robust machine learning modelling of data center operations
D.R. Zapata Gonzalez, M. Meyer, K. Zalipski, O. Müller, Applied Energy 417 (2026).
LibreCat
| DOI
D.R. Zapata Gonzalez, M. Meyer, K. Zalipski, O. Müller, Applied Energy 417 (2026).
2026 | Conference Paper | LibreCat-ID: 66903
TS-Arena -- A Live Forecast Pre-Registration Platform
M. Meyer, S.B. Kaltenpoth, H. Albers, K. Zalipski, O. Müller, in: Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, ACM, 2026.
LibreCat
| DOI
M. Meyer, S.B. Kaltenpoth, H. Albers, K. Zalipski, O. Müller, in: Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, ACM, 2026.
2025 | Conference Paper | LibreCat-ID: 60680
Bridging the gap between data-driven and theory-driven modelling – leveraging causal machine learning for integrative modelling of dynamical systems
D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: 2025.
LibreCat
| Download (ext.)
D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: 2025.
2025 | Conference Paper | LibreCat-ID: 63400 | 
Causal Machine Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study
D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: ACM SIGEnergy Energy Informatics Review, Association for Computing Machinery (ACM), 2025, pp. 4–10.
LibreCat
| DOI
| Download (ext.)
D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: ACM SIGEnergy Energy Informatics Review, Association for Computing Machinery (ACM), 2025, pp. 4–10.
2025 | Journal Article | LibreCat-ID: 64870
Benchmarking Time Series Foundation Models for Short-Term Household Electricity Load Forecasting
M. Meyer, D.R. Zapata Gonzalez, S.B. Kaltenpoth, O. Müller, IEEE Access 13 (2025) 218141–218153.
LibreCat
| DOI
M. Meyer, D.R. Zapata Gonzalez, S.B. Kaltenpoth, O. Müller, IEEE Access 13 (2025) 218141–218153.
5 Publications
2026 | Journal Article | LibreCat-ID: 65810
Temporal causal feature selection for robust machine learning modelling of data center operations
D.R. Zapata Gonzalez, M. Meyer, K. Zalipski, O. Müller, Applied Energy 417 (2026).
LibreCat
| DOI
D.R. Zapata Gonzalez, M. Meyer, K. Zalipski, O. Müller, Applied Energy 417 (2026).
2026 | Conference Paper | LibreCat-ID: 66903
TS-Arena -- A Live Forecast Pre-Registration Platform
M. Meyer, S.B. Kaltenpoth, H. Albers, K. Zalipski, O. Müller, in: Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, ACM, 2026.
LibreCat
| DOI
M. Meyer, S.B. Kaltenpoth, H. Albers, K. Zalipski, O. Müller, in: Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, ACM, 2026.
2025 | Conference Paper | LibreCat-ID: 60680
Bridging the gap between data-driven and theory-driven modelling – leveraging causal machine learning for integrative modelling of dynamical systems
D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: 2025.
LibreCat
| Download (ext.)
D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: 2025.
2025 | Conference Paper | LibreCat-ID: 63400 |
Causal Machine Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study
D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: ACM SIGEnergy Energy Informatics Review, Association for Computing Machinery (ACM), 2025, pp. 4–10.
LibreCat
| DOI
| Download (ext.)
D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: ACM SIGEnergy Energy Informatics Review, Association for Computing Machinery (ACM), 2025, pp. 4–10.
2025 | Journal Article | LibreCat-ID: 64870
Benchmarking Time Series Foundation Models for Short-Term Household Electricity Load Forecasting
M. Meyer, D.R. Zapata Gonzalez, S.B. Kaltenpoth, O. Müller, IEEE Access 13 (2025) 218141–218153.
LibreCat
| DOI
M. Meyer, D.R. Zapata Gonzalez, S.B. Kaltenpoth, O. Müller, IEEE Access 13 (2025) 218141–218153.