Adolphus8
Research Fellow | Singapore Nuclear Research and Safety Institute @ National University of Singapore
National University of SingaporeSingapore
Pinned Repositories
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
Computing-with-Confidence
The role of the repository is to provide a platform to present the codes which serve as a tutorial for those who are interested in learning and implementing the proposed methods to compute with confidence for the reliability analysis of engineering systems.
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.
The-Researchers-Herald-Newsletter
Repository of the The Researcher's Herald newsletter series featuring 2-page articles covering different aspects of the research and academic journey.
Transitional_Ensemble_MCMC
Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model Updating.
Adolphus8's Repositories
Adolphus8/Bayesian-Model-Updating-Tutorials
Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems
Adolphus8/Transitional_Ensemble_MCMC
Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model Updating.
Adolphus8/Affine-Invariant-Ensemble-Sampler-Tutorials
A repository of tutorials demonstrating the implementation of the Affine Invariant Ensemble Sampler.
Adolphus8/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.
Adolphus8/Approximate_Bayesian_Computation
Repository on Approximate Bayesian Computation and the different distance metrics which can be implemented.
Adolphus8/Lecture_Resources
Repository to the notes and relevant codes from previous lectures and talks.
Adolphus8/Computing-with-Confidence
The role of the repository is to provide a platform to present the codes which serve as a tutorial for those who are interested in learning and implementing the proposed methods to compute with confidence for the reliability analysis of engineering systems.
Adolphus8/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.
Adolphus8/Sequential_Ensemble_Monte_Carlo
A repository containing MATLAB codes to numerical/experimental examples which demonstrate the implementation of the Sequential Ensemble Monte Carlo sampler.
Adolphus8/The-Researchers-Herald-Newsletter
Repository of the The Researcher's Herald newsletter series featuring 2-page articles covering different aspects of the research and academic journey.
Adolphus8/stochastic-model-updating
A tutorial on advanced stochastic model updating framework, and its subsequent implementation to perform analysis polymorphic uncertainty and limited data.