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Bayesian calibration of computer codes using sequential and adaptive approaches

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CMP

CMP++ or CMP is a C++ library used to perform the Bayesian calibration of computer codes using many approaches such as

  • Full Bayes
  • Modular, sequential
  • Modular, adaptive

You can find additional details in my personal website.

Getting Started

These instructions will help you compile and link the CMP++ library to your project. Please refer to the technical documentation.

Dependencies

The library depends on:

Installing

CMP++ can be compiled into a static library using the provided makefile. Make sure to modify the paths for the dependencies

cd cmp
make

Running the test case

To run the test, do

cd test_cmp
make
./out

It will generate some csv files which can be processed using the plot.py file

python3 plot.py

License

This project is licensed under the MIT license Creative Commons License - see the LICENSE.md file for details

Acknowledgments

This project has received funding from the European Union’s Horizon Europe research and innovation programme under the Marie Skłodowska-Curie grant agreement No 101072551 (TRACES).

Please refer to the project website for additional details.

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