Contact
Universitätsstraße 32
70569 Stuttgart
Deutschland
Room: 227a
Subject
- Model evaluation using information theory.
- Physics-based, data-driven and hybrid modelling approaches.
- Hydrological modelling.
2024
- Acuna, E., Loritz, R., Alvarez, M., Kratzert, F., Klotz, D., Gauch, M., Bauerle, N., & Ehret, U. (2024). Analyzing the performance and interpretability of hybrid hydrological models. https://doi.org/10.5194/egusphere-egu24-12574
- Chaves, M. Á., Espinoza, E. A., Ehret, U., & Guthke, A. (2024). Evaluating physics-based representations of hydrological systems through hybrid models and information theory. https://doi.org/10.5194/egusphere-egu24-13417
- Chaves, M. Á., Gupta, H. V., Ehret, U., & Guthke, A. (2024). On the Accurate Estimation of Information-Theoretic Quantities from Multi-Dimensional Sample Data. Entropy. https://doi.org/10.3390/e26050387
2023
- Espinoza, E. A., Loritz, R., Chaves, M. Á., Bäuerle, N., & Ehret, U. (2023). To Bucket or not to Bucket? Analyzing the performance and interpretability of hybrid hydrological models with dynamic parameterization. https://doi.org/10.5194/egusphere-2023-1980
- Chaves, M. Á., Guthke, A., Ehret, U., & Gupta, H. (2023, May). UNITE: A toolbox for unified diagnostic evaluation of physics-based, data-driven and hybrid models based on information theory. https://doi.org/10.5194/egusphere-egu23-4039
- Since Feb. 2022: PhD student, SimTech, University of Stuttgart/Germany.
- 2019 - 2021: M. Sc. in Flood risk management. IHE Delft/The Netherlands.
- 2018 - 2019: Research staff, Center for Research in Sustainable Development (CIEDES). University of Costa Rica.
- 2017 - 2018: Civil infrastructure designer, DEHC consulting engineers. San José, Costa Rica.
- 2011 - 2018: License degree in civil engineering with an emphasis on water resources, environmental engineering and geotechnical engineering. University of Costa Rica/Costa Rica.