SFB 1313, D03: Development and realisation of uncertainty-aware validation benchmarks

Department of Hydromechanics and Modelling of Hydrosystems

Research project D03 within the Collaborative Research Center (SFB) 1313 "Interface-Driven Multi-Field Processes in Porous Media – Flow, Transport and Deformation" funded by the German Research Fondation (DFG) - Project number 327154368

Description

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.

Further information about this research project

Project leaders

apl. Prof. Dr. rer. nat. Bernd Flemisch
PD Dr.-Ing. Sergey Oladyshkin

Researcher

Sarbani Roy, Ph.D.
Rebecca Kohlhaas (M.Sc.)

Departments

LH2 and LS3

Duration

01/2018 - 12/2029

Funding

Project-related publications

  1. Journal Articles

    1. 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.
    2. 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

Contact

This image showsBernd Flemisch

Bernd Flemisch

apl. Prof. Dr. rer. nat.

Professor for Simulation Technology

This image showsRebecca Kohlhaas

Rebecca Kohlhaas

M. Sc.

Academic Staff

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