DCU Expo 2023 Final Year Projects

45 57. Fable Diffusion – Book Cover Synthesis with Stable Diffusion This project aims to provide an AI-basedmethod for assisting writers and authors with generating book covers for their work, combining existing AI systems. Class Data Science Project Area Artificial Intelligence, Computer Vision, Image/Video Processing, Natural Language Processing Project Technology Python, Machine Learning Student Name(s) MatthewCallinan Keenan  |  Harry Casey Email matthew.callinankeenan3@mail.dcu.ie   |  harry.casey4@mail.dcu.ie Supervisor Prof TomasWard 58. Modelling of Phase Transformations This project investigates materials undergoing phase transformations and how they can be mathematically modelled using a combination of fractional calculus and rheological models. The model will be fit onto real-world experimental data and will be represented on Bode Plots. Understanding what is happening structurally tomaterials undergoing phase transformations is important in many different industries, understanding how amolten hot plastic solidifies in an injection mould can be the difference between a perfect product and an inadequate one. Class Biomedical Engineering (Year 4) Project Area Data Analytics, FluidMechanics Project Technology Excel/VB Student Name(s) Philip Crossan Email philip.crossan2@mail.dcu.ie Supervisor Dr Harry Esmonde 59. Rate-of-Effort This project investigates the rate of effort of a player in training or amatch using the player’s GPS tracking data. We use amachine learning clustering algorithm to cluster the players based on the different activities completed by a player in a session andmake accurate predictions based on this. The result is validated by a sport scientist. Class Computer Applications Project Area Data Analytics, DataMining, GPS/GIS, Statistical Analysis Project Technology Docker, MySQL, Python, SQL, React.js, Plotly Student Name(s) KoffiGninevi Aho  |  Serhii Kravchuk Email koffi.gnineviaho2@mail.dcu.ie   |  serhii.kravchuk2@mail.dcu.ie Supervisor Prof Mark Roantree