7 Publications
2026 | Conference Paper | LibreCat-ID: 65811
@inproceedings{Zapata Gonzalez_2026, title={A Step Towards Inherently Interpretable Causal Machine Learning Models For Decision Support}, booktitle={ECIS Conference}, publisher={AIS}, author={Zapata Gonzalez, David Ricardo}, year={2026} }
LibreCat
2026 | Conference Paper | LibreCat-ID: 65815
@inproceedings{Zalipski_Zapata Gonzalez_Müller_2026, title={Predicting Heterogeneous Treatment Effects Of Building Energy Saving Retrofits Using Causal Machine Learning}, author={Zalipski, Kevin and Zapata Gonzalez, David Ricardo and Müller, Oliver}, year={2026} }
LibreCat
2026 | Journal Article | LibreCat-ID: 65810
@article{Zapata Gonzalez_Meyer_Zalipski_Müller_2026, title={Temporal causal feature selection for robust machine learning modelling of data center operations}, volume={417}, DOI={10.1016/j.apenergy.2026.127984}, number={127984}, journal={Applied Energy}, publisher={Elsevier BV}, author={Zapata Gonzalez, David Ricardo and Meyer, Marcel and Zalipski, Kevin and Müller, Oliver}, year={2026} }
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 64870
@article{Meyer_Zapata Gonzalez_Kaltenpoth_Müller_2025, title={Benchmarking Time Series Foundation Models for Short-Term Household Electricity Load Forecasting}, volume={13}, DOI={10.1109/access.2025.3648056}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Meyer, Marcel and Zapata Gonzalez, David Ricardo and Kaltenpoth, Sascha Benjamin and Müller, Oliver}, year={2025}, pages={218141–218153} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63397 | 
@inproceedings{Zapata Gonzalez_Brennig_Benkert_Schlosser_Müller_2025, title={Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling}, volume={5}, DOI={10.1145/3777518.3777520}, number={3}, booktitle={ACM SIGEnergy Energy Informatics Review}, publisher={Association for Computing Machinery (ACM)}, author={Zapata Gonzalez, David Ricardo and Brennig, Katharina and Benkert, Kay and Schlosser, Florian and Müller, Oliver}, year={2025}, pages={19–31} }
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2025 | Conference Paper | LibreCat-ID: 63400 |
@inproceedings{Zapata Gonzalez_Meyer_Müller_2025, title={Causal Machine Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study}, volume={5}, DOI={10.1145/3757892.3757893}, number={2}, booktitle={ACM SIGEnergy Energy Informatics Review}, publisher={Association for Computing Machinery (ACM)}, author={Zapata Gonzalez, David Ricardo and Meyer, Marcel and Müller, Oliver}, year={2025}, pages={4–10} }
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2025 | Conference Paper | LibreCat-ID: 60680
@inproceedings{Zapata Gonzalez_Meyer_Müller_2025, title={Bridging the gap between data-driven and theory-driven modelling – leveraging causal machine learning for integrative modelling of dynamical systems}, author={Zapata Gonzalez, David Ricardo and Meyer, Marcel and Müller, Oliver}, year={2025} }
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7 Publications
2026 | Conference Paper | LibreCat-ID: 65811
@inproceedings{Zapata Gonzalez_2026, title={A Step Towards Inherently Interpretable Causal Machine Learning Models For Decision Support}, booktitle={ECIS Conference}, publisher={AIS}, author={Zapata Gonzalez, David Ricardo}, year={2026} }
LibreCat
2026 | Conference Paper | LibreCat-ID: 65815
@inproceedings{Zalipski_Zapata Gonzalez_Müller_2026, title={Predicting Heterogeneous Treatment Effects Of Building Energy Saving Retrofits Using Causal Machine Learning}, author={Zalipski, Kevin and Zapata Gonzalez, David Ricardo and Müller, Oliver}, year={2026} }
LibreCat
2026 | Journal Article | LibreCat-ID: 65810
@article{Zapata Gonzalez_Meyer_Zalipski_Müller_2026, title={Temporal causal feature selection for robust machine learning modelling of data center operations}, volume={417}, DOI={10.1016/j.apenergy.2026.127984}, number={127984}, journal={Applied Energy}, publisher={Elsevier BV}, author={Zapata Gonzalez, David Ricardo and Meyer, Marcel and Zalipski, Kevin and Müller, Oliver}, year={2026} }
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 64870
@article{Meyer_Zapata Gonzalez_Kaltenpoth_Müller_2025, title={Benchmarking Time Series Foundation Models for Short-Term Household Electricity Load Forecasting}, volume={13}, DOI={10.1109/access.2025.3648056}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Meyer, Marcel and Zapata Gonzalez, David Ricardo and Kaltenpoth, Sascha Benjamin and Müller, Oliver}, year={2025}, pages={218141–218153} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 63397 |
@inproceedings{Zapata Gonzalez_Brennig_Benkert_Schlosser_Müller_2025, title={Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling}, volume={5}, DOI={10.1145/3777518.3777520}, number={3}, booktitle={ACM SIGEnergy Energy Informatics Review}, publisher={Association for Computing Machinery (ACM)}, author={Zapata Gonzalez, David Ricardo and Brennig, Katharina and Benkert, Kay and Schlosser, Florian and Müller, Oliver}, year={2025}, pages={19–31} }
LibreCat
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2025 | Conference Paper | LibreCat-ID: 63400 |
@inproceedings{Zapata Gonzalez_Meyer_Müller_2025, title={Causal Machine Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study}, volume={5}, DOI={10.1145/3757892.3757893}, number={2}, booktitle={ACM SIGEnergy Energy Informatics Review}, publisher={Association for Computing Machinery (ACM)}, author={Zapata Gonzalez, David Ricardo and Meyer, Marcel and Müller, Oliver}, year={2025}, pages={4–10} }
LibreCat
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2025 | Conference Paper | LibreCat-ID: 60680
@inproceedings{Zapata Gonzalez_Meyer_Müller_2025, title={Bridging the gap between data-driven and theory-driven modelling – leveraging causal machine learning for integrative modelling of dynamical systems}, author={Zapata Gonzalez, David Ricardo and Meyer, Marcel and Müller, Oliver}, year={2025} }
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| Download (ext.)