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This repository contains the code for the multi-fidelity Krigging for RANS and LES data as part of the Refmap project

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MFLOW

This repository contains the code for the multi-fidelity Krigging for RANS and LES data as part of the Refmap project.

Installation

To install the required dependencies, please run the following command:

cd mflow/
pip install -r requirements.txt

Usage

Please consult the mflow directory for scripts and examples on how to use the code for multi-fidelity Krigging.

Results

A sample of the results obtained from the multi-fidelity Krigging approach is shown below:

Results

Regards, Akshay & Clara

Funding Notice: This work is part of the Refmap project funded by the European Union's Horizon 2020 research and innovation programme under grant agreement No 101004132. We would also like to acknowledge the support from the Dutch national e-infrastructure, with the support of the SURF Cooperative, supplemented by the Dutch Research Council (NWO), “Multi-fidelity computational modelling of environmental fluid systems” with grant number 2024/ENW/01763969.

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About

This repository contains the code for the multi-fidelity Krigging for RANS and LES data as part of the Refmap project

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