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  1. Bayesian-Model-Updating-Tutorials Bayesian-Model-Updating-Tutorials Public

    Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems

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  2. Transitional_Ensemble_MCMC Transitional_Ensemble_MCMC Public

    Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model Updating.

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    A repository of tutorials demonstrating the implementation of the Affine Invariant Ensemble Sampler.

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  4. Project_PROMAP Project_PROMAP Public

    Project PROMAP (acronym for Probabilistic Prediction of Material Properties) is a feasibility study which seeks to merge Artificial Intelligence (AI) tools with Bayesian statistics to yield probabi…

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  5. Approximate_Bayesian_Computation Approximate_Bayesian_Computation Public

    Repository on Approximate Bayesian Computation and the different distance metrics which can be implemented.

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  6. Lecture_Resources Lecture_Resources Public

    Repository to the notes and relevant codes from previous lectures and talks.

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