Skip to content
@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.

Popular repositories Loading

  1. Modeling-Week Modeling-Week Public

    Jupyter Notebook 2 4

  2. Eikonax Eikonax Public

    A Fully Differentiable Solver for the Anisotropic Eikonal Equation

    Python 2

  3. LS-Prior LS-Prior Public

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

    Python 2

  4. fimjax fimjax Public

    JAX implementation of a FIM Eikonal Solver

    Python 2

  5. MTMLDA MTMLDA Public

    Parallelized MLDA Sampler based on Prefetching

    Python 1

  6. Surrogate Surrogate Public

    Asynchronous Greedy Surrogate Client

    Python 1

Repositories

Showing 10 of 14 repositories
  • MTMLDA Public

    Parallelized MLDA Sampler based on Prefetching

    Python 1 MIT 0 0 0 Updated Feb 26, 2025
  • SPIN Public

    Non-parametric Bayesian Inference for Stochastic Processes

    Python 1 MIT 0 5 0 Updated Feb 21, 2025
  • PySDE Public

    A light-weight numerical integrator for stochastic differential equations

    Python 1 MIT 0 0 0 Updated Feb 18, 2025
  • Surrogate Public

    Asynchronous Greedy Surrogate Client

    Python 1 MIT 0 0 0 Updated Feb 18, 2025
  • Eikonax Public

    A Fully Differentiable Solver for the Anisotropic Eikonal Equation

    Python 2 MIT 0 7 0 Updated Feb 18, 2025
  • fimjax Public

    JAX implementation of a FIM Eikonal Solver

    Python 2 AGPL-3.0 0 0 0 Updated Feb 13, 2025
  • UQ4cgDNA Public

    Uncertainty Quantification for the cgDNA framework

    Python 1 0 2 0 Updated Jan 25, 2025
  • LS-MCMC Public

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

    Python 1 MIT 0 6 0 Updated Jan 22, 2025
  • LS-Prior Public

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

    Python 2 MIT 0 2 0 Updated Jan 21, 2025
  • .github Public
    0 1 0 0 Updated Jan 9, 2025
View all repositories

Top languages

Loading…

Most used topics

Loading…