adolphus8 Goto Github PK
Name: Adolphus Lye
Type: User
Company: National University of Singapore
Bio: Research Fellow | Singapore Nuclear Research and Safety Institute @ National University of Singapore
Twitter: adolphus_lye
Location: Singapore
Adolphus Lye's Projects
affine-invariant-ensemble-sampler-tutorials
A repository of tutorials demonstrating the implementation of the Affine Invariant Ensemble Sampler.
approximate_bayesian_computation
Repository on Approximate Bayesian Computation and the different distance metrics which can be implemented.
bayesian-model-updating-tutorials
Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems
lecture_resources
Repository to the notes and relevant codes from previous lectures and talks.
movember
An open repository to the codes illustrating my running data/performance for the annual Movember campaign as well as relevant articles which I authored.
project_promap
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 probabilistic estimates of target features under scarse data/information. The context of this study is with regards to the following Nuclear material properties: 1) Creep rupture; and 2) Tensile properties. This repository contains the MATLAB codes required to perform such analysis.
sequential_ensemble_monte_carlo
A repository containing MATLAB codes to numerical/experimental examples which demonstrate the implementation of the Sequential Ensemble Monte Carlo sampler.
transitional_ensemble_mcmc
Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model Updating.
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