School of Computer Science and Statistics
Drying clothes outdoors is one of the most affordable and environmentally friendly methods, but in Ireland’s unpredictable weather, laundry that is nearly dry can quickly become wet again. This project will focus on the design and development of a smart laundry drying assistant that helps users make better decisions about when to dry clothes outside. … Read more
Before fully autonomous driving is achieved, connected autonomous vehicles (CAVs) will operate for a certain period in mixed traffic, which includes both CAVs and human-driven vehicles (HDVs). The dynamic and interactive conditions in mixed traffic scenarios renders CAV decision making particularly challenging. This project will investigate the use of Graph Convolutional Deep Reinforcement Learning for … Read more
Current journey planners only provide information before the start of a journey. This project will investigate how travellers can be supported during their travels, proactively notifying them if they should update their travel plans because of delays disruptions. A key aspect is to ensure that the privacy of the traveller is maintained.
ELIGIBILITY: This project is for a student taking the MSc in Statistics and Sustainability or the online MSc in Statistics and Data Science. In agriculture, grasslands can play an important role in producing feed for animals and maintaining soil health in crop rotations. In recent years, mixing plant species with complementary traits have been proposed … Read more
ELIGIBILITY: This project is for a student taking the MSc in Statistics and Sustainability. In agriculture, grasslands can play an important role in producing feed for animals and maintaining soil health in crop rotations. In recent years, mixing plant species with complementary traits have been proposed as a strategy to reduce the quantity of synthetic … Read more
ELIGIBILITY: This project is for a student taking the MSc in Statistics and Sustainability. In agriculture, grasslands can play an important role in producing feed for animals and maintaining soil health in crop rotations. In recent years, mixing plant species with complementary traits have been proposed as a strategy to reduce the quantity of synthetic … Read more
ELIGIBILITY: This project is for a student taking the online MSc in Statistics and Data Science or the MSc in Statistics and Sustainability. Biodiversity and ecosystem function studies investigate the relationship between species diversity and the outputs of an ecosystem. This project will compare two different analytical methods for analysing this relationship, one an ANOVA … Read more
Develop an accessible, bank-independent personal finance tracker which incorporates technologies such as FinBERT NLP for expense categorisation, OCR to extract relevant data from receipts and ML modelling for budgeting.
Build and evaluate an electrical household heating system to help minimise human environmental impact and help to reduce climate change. MATLAB-Simulink-Challenge-Project-Hub/projects/Electrification of Household Heating at main · mathworks/MATLAB-Simulink-Challenge-Project-Hub · GitHub
Optimise lithium-ion battery charging strategies while preserving longevity and safety. MATLAB-Simulink-Challenge-Project-Hub/projects/Battery Fast Charging Optimization at main · mathworks/MATLAB-Simulink-Challenge-Project-Hub · GitHub