bayesian-inverse-problems

There are 7 repositories under bayesian-inverse-problems topic.

  • MI2G/sampling-tutorials

    Imaging Inverse Problems and Bayesian Computation - Python tutorials to learn about (accelerated) sampling for uncertainty quantification and other advanced inferences

    Language:Jupyter Notebook7203

  • lkunik/bayesian-osse-R-sample

    Source code for Bayesian urban inversion OSSE [Kunik et al., 2019] written in R and equipped with sample inputs (run it out-of-the-box!)

    Language:R4211

  • hwangoh/qpat-ewe-dgm

    MATLAB package that models physical phenomena and performs uncertainty quantification on parameters of interest for coupled elastic-acoustic quantitative photoacoustic tomography

    Language:MATLAB3003

  • traitecoevo/hmde

    Implementation of hierarchical Bayesian longitudinal models to estimate differential equation parameters.

    Language:R22163

  • pnkraemer/gp-emulators

    A small collection of python-scripts associated with Gaussian process emulators in Bayesian inverse problems

    Language:Python1000

  • liangxinzhu/rMISMCRE

    This contains the codes used in the paper 'A randomized Multi-index sequential Monte Carlo method'.

    Language:MATLAB0100

  • YannisZa/stochastic-travel-demand-modelling

    Stochastic modelling of urban travel demand

    Language:Jupyter Notebook0101