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National University of Singapore
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Bayesian-Model-Updating-Tutorials
Bayesian-Model-Updating-Tutorials PublicTutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems
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Transitional_Ensemble_MCMC
Transitional_Ensemble_MCMC PublicRepository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model Updating.
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Affine-Invariant-Ensemble-Sampler-Tutorials
Affine-Invariant-Ensemble-Sampler-Tutorials PublicA repository of tutorials demonstrating the implementation of the Affine Invariant Ensemble Sampler.
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Lecture_Resources
Lecture_Resources PublicRepository to the notes and relevant codes from previous lectures and talks.
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Project_PROMAP
Project_PROMAP PublicProject 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…
MATLAB 1
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Sequential_Ensemble_Monte_Carlo
Sequential_Ensemble_Monte_Carlo PublicA repository containing MATLAB codes to numerical/experimental examples which demonstrate the implementation of the Sequential Ensemble Monte Carlo sampler.
MATLAB 1
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