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@UQatKIT

Uncertainty Quantification Research Group at KIT

README.md

Uncertainty Quantification Research Group at KIT

Welcome to the GitHub page of the Uncertainty Quantification group affiliated with the Scientific Computing Center and the Institute for Applied and Numerical Mathematics at the Karlsruhe Institute of Technology, Germany. Here, you can find some of the open-source software developed by our group.

Teaching

In addition, the UQ group develops teaching material for mathematical modeling under uncertainties using the UM-Bridge interface, which is, for example, used in the context of the MathSEE Modeling Week at KIT.

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  1. Cardiac-Prior Cardiac-Prior Public

    Large-scale prior fields based on the SPDE approach to Matérn fields

    Python 4

  2. fimjax fimjax Public

    JAX implementation of a FIM Eikonal Solver

    Python 4

  3. MTMLDA MTMLDA Public

    Parallelized MLDA Sampler based on Prefetching

    Python 3

  4. Modeling-Week Modeling-Week Public

    Jupyter Notebook 2 4

  5. MDEforM.jl MDEforM.jl Public

    A Julia package for parameter identification for multiscale diffusions with a minimum distance estimation method.

    Julia 2

  6. LS-MCMC LS-MCMC Public

    A light-weight library for large-scale Markov Chain Monte Carlo sampling

    Python 2

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