DomDF
Research fellow (PhD, CEng): uncertainty quantification, decision support, digital twins, data-centric engineering, AI assurance.
The Alan Turing Institute, Cambridge University
Pinned Repositories
AllYourBayes
AoC2021
Solutions to 2021 advent of code challenges
AoC2022
Solutions to advent of code (2022) challenges
autodiff_experiments
Creating a neural network in Base Julia to investigate AD methods
Decision-Making-Under-Uncertainty
Decision making under uncertainty using the POMDPs.jl ecosystem taught by Robert Moss
DomDF
Personal R package
System_Effects_in_VoI
Accompanying Julia code for research paper, "System Effects in Identifying Risk-Optimal Data Requirements for Digital Twins of Structures"
TidyTuesdays
tmData
An R package that returns squad and player data from popular football (soccer) site transfermarkt.com.
who_am_i
A Shiny web app for a football trivia game
DomDF's Repositories
DomDF/AllYourBayes
DomDF/AoC2021
Solutions to 2021 advent of code challenges
DomDF/AoC2022
Solutions to advent of code (2022) challenges
DomDF/Decision-Making-Under-Uncertainty
Decision making under uncertainty using the POMDPs.jl ecosystem taught by Robert Moss
DomDF/System_Effects_in_VoI
Accompanying Julia code for research paper, "System Effects in Identifying Risk-Optimal Data Requirements for Digital Twins of Structures"
DomDF/TidyTuesdays
DomDF/tmData
An R package that returns squad and player data from popular football (soccer) site transfermarkt.com.
DomDF/autodiff_experiments
Creating a neural network in Base Julia to investigate AD methods
DomDF/Bayes-Lund2023
Presentation on value of information analysis at the Bayes@Lund 2023 conference.
DomDF/BLBC-ProbTheory
Bayes@Lund Book Club: Probability Theory by E.T.Jaynes
DomDF/DomDF
Personal R package
DomDF/Shiny_apps
Web applications for interactive data visualisation
DomDF/who_am_i
A Shiny web app for a football trivia game
DomDF/csml-cam.github.io
CSML @ Cambridge
DomDF/DCE-for-risk-management
An accompanying quarto notebook, providing the background calculations to the draft article, "Risk management in the era of data-centric engineering"
DomDF/DCE_guidance
DomDF/DCE_training
proposal for a data-centric engineering training course
DomDF/helpful_stan_functions
DomDF/IMAC_XLII
Repository for analysis, paper, and presentation for the SEM IMAC XL II 2024 Conference
DomDF/julia-deeplearning
A course repository to follow along fast.ai using Julia!
DomDF/SM_Pres
RMarkdown presentation of independent sampling