Contact
Pfaffenwaldring 5a
70569 Stuttgart
Room: 2.35
2025
- Morales Oreamuno MF, Menzel N, Oladyshkin S, Wagner FM, Nowak W. Surrogate-assisted Bayesian inference with ERT data for contaminant transport modelling in the subsurface. In: Geophys Res Abstr. Vienna: EGU General Assembly 2025; 2025. (Geophys. Res. Abstr.; vols. 26, EGU25-12561).
- Kröker I, Brünnette T, Wildt N, Oreamuno MFM, Kohlhaas R, Oladyshkin S, et al. Bayesian3 Active Learning for Regularized Multi-Resolution Arbitrary Polynomial Chaos using Information Theory. International Journal for Uncertainty Quantification. 2025 Jan;15(3):21--54.
2024
- Morales Oreamuno MF, Oladyshkin S, Nowak W. Training surrogate models using input dimension reduction and Bayesian active learning techniques for inverse modelling in heterogeneous media applications. In: geoENV2024 Book of Abstracts. Chania, Crete, GR: Creative Commons Licence BY-NC-ND 4.0; 2024. p. 191--192. (geoENV2024 Book of Abstracts).
- Chen Q, Boxberg MS, Menzel N, Morales Oreamuno MF, Nowak W, Oladyshkin S, et al. The site selection data hub: a data-centric approach for integrated simulation workflow management in radioactive waste disposal site selection. In: Geophys Res Abstr. Vienna: EGU General Assembly 2024; 2024. (Geophys. Res. Abstr.; vols. 26, EGU24-12859).
- Morales Oreamuno MF, Oladyshkin S, Nowak W. Error-aware surrogate modelling with input dimension reduction for groundwater modelling in heterogenous media. In: Geophys Res Abstr. Vienna: EGU General Assembly 2024; 2024. (Geophys. Res. Abstr.; vols. 26, EGU24-12586).
2023
- Morales Oreamuno MF, Oladyshkin S, Nowak W. Information-Theoretic Scores for Bayesian Model Selection and Similarity Analysis: Concept and Application to a Groundwater Problem. Water Resources Research. 2023 Jul;59(7):e2022WR033711.
2022
- Mouris K, Schwindt S, Haun S, Morales Oreamuno MF, Wieprecht S. Introducing seasonal snow memory into the RUSLE. Journal of Soils and Sediments. 2022 Mar;22(5):1609--1628.
04/2017 Licensure in Civil Engineering, University of Costa Rica, Costa Rica
11/2021 M.Sc. WAREM, University of Stuttgart
Since 02/2022 PhD Student, Institute for Modelling Hydraulic and Environmental
Systems, University of Stuttgart
Stochastic modelling
Surrogate model generation
Subsurface modelling
Project: Improving the Predictive Quality of Repository-Relevant Simulations Through Optimal Data Acquisition and Smart Monitoring with URS