Projektbeschreibung [englisch]
Project D03 develops, maintains and applies an open-source Bayesian framework for uncertainty-aware validation of computational models in the fields of fluid mechanics and porous media flow, particularly the ones developed in the three application project areas of the SFB 1313. In addition, the project is responsible for model validation and benchmarking efforts between projects of the SFB.
Leitung
apl. Prof. Dr. rer. nat. Bernd Flemisch
apl. Prof. Dr.-Ing. Sergey Oladyshkin
Bearbeiter
Sarbani Roy, Ph.D.
Rebecca Kohlhaas (M.Sc.)
Zeitraum
01/2018 - 12/2029
Finanzierung
Projektbezogene Veröffentlichungen
Zeitschriftenartikel
- Kohlhaas, R., Hommel, J., Weinhardt, F., Class, H., Oladyshkin, S., & Flemisch, B. (2025). Numerical Investigation of Preferential Flow Paths in Enzymatically Induced Calcite Precipitation Supported by Bayesian Model Analysis. Transport in Porous Media, 152, Article 12.
- Scheurer, S., Schäfer Rodrigues Silva, A., Mohammadi, F., Hommel, J., Oladyshkin, S., Flemisch, B., & Nowak, W. (2021). Surrogate-based Bayesian comparison of computationally expensive models: application to microbially induced calcite precipitation. Computational Geosciences. https://doi.org/10.1007/s10596-021-10076-9
Kontakt
Bernd Flemisch
apl. Prof. Dr. rer. nat.Professor für Simulationstechnik
Rebecca Kohlhaas
M. Sc.wissenschaftliche Mitarbeiterin