4 Publications
2026 | Journal Article | LibreCat-ID: 65810
Zapata Gonzalez DR, Meyer M, Zalipski K, Müller O. Temporal causal feature selection for robust machine learning modelling of data center operations. Applied Energy. 2026;417. doi:10.1016/j.apenergy.2026.127984
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 64870
Meyer M, Zapata Gonzalez DR, Kaltenpoth SB, Müller O. Benchmarking Time Series Foundation Models for Short-Term Household Electricity Load Forecasting. IEEE Access. 2025;13:218141-218153. doi:10.1109/access.2025.3648056
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63400 | 
Zapata Gonzalez DR, Meyer M, Müller O. Causal Machine Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study. In: ACM SIGEnergy Energy Informatics Review. Vol 5. Association for Computing Machinery (ACM); 2025:4-10. doi:10.1145/3757892.3757893
LibreCat
| DOI
| Download (ext.)
2025 | Conference Paper | LibreCat-ID: 60680
Zapata Gonzalez DR, Meyer M, Müller O. Bridging the gap between data-driven and theory-driven modelling – leveraging causal machine learning for integrative modelling of dynamical systems. In: ; 2025.
LibreCat
| Download (ext.)
4 Publications
2026 | Journal Article | LibreCat-ID: 65810
Zapata Gonzalez DR, Meyer M, Zalipski K, Müller O. Temporal causal feature selection for robust machine learning modelling of data center operations. Applied Energy. 2026;417. doi:10.1016/j.apenergy.2026.127984
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 64870
Meyer M, Zapata Gonzalez DR, Kaltenpoth SB, Müller O. Benchmarking Time Series Foundation Models for Short-Term Household Electricity Load Forecasting. IEEE Access. 2025;13:218141-218153. doi:10.1109/access.2025.3648056
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63400 |
Zapata Gonzalez DR, Meyer M, Müller O. Causal Machine Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study. In: ACM SIGEnergy Energy Informatics Review. Vol 5. Association for Computing Machinery (ACM); 2025:4-10. doi:10.1145/3757892.3757893
LibreCat
| DOI
| Download (ext.)
2025 | Conference Paper | LibreCat-ID: 60680
Zapata Gonzalez DR, Meyer M, Müller O. Bridging the gap between data-driven and theory-driven modelling – leveraging causal machine learning for integrative modelling of dynamical systems. In: ; 2025.
LibreCat
| Download (ext.)