Department of Hydromechanics and Modelling of Hydrosystems

SFB 1313, D03: Development and realisation of validation benchmarks

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

The goal of this project is to formulate and conduct benchmarks which assist in the validation of several computational models developed within the CRC (SFB 1313). Here, the main challenge arises from the possibly large uncertainties that are present in the experimental data as well as in the simulation results. A so-called validation metric which compares system response quantities of an experiment with the ones from a computational model has to integrate these uncertainties in a rigorous way. In the proposed project, such validation metrics will be developed by means of a Bayesian validation framework that incorporates parameter and conceptual uncertainty.

Further information about this research project

Project leaders

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

Researcher

Departments

LH2 and LS3

Duration

01/2018 - 12/2021

Funding

Contact

This image shows Bernd Flemisch

Bernd Flemisch

apl. Prof. Dr. rer. nat.

Professor for "Simulation Technology"

This image shows Farid Mohammadi

Farid Mohammadi

M.Sc.

Academic Staff

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