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portfolio
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publications
An experimental and theoretical assessment of quantum dot cytotoxicity
Published in Toxicology Research, 2015
Recommended citation: Gladkovskaya, O., Greaney, P., Gun'ko, Y.K., O'Connor, G.M., Meere, M. and Rochev, Y. (2015). "An experimental and theoretical assessment of quantum dot cytotoxicity", Toxicology Research. 4(5), 1409-1415. https://academic.oup.com/toxres/article/4/5/1409/5573457
The out-of-plane behaviour of dielectric membranes: Description of wrinkling and pull-in instabilities
Published in Journal of the Mechanics and Physics of Solids, 2019
Recommended citation: Greaney P., Meere M., Zurlo G. (2019). "The out-of-plane behaviour of dielectric membranes: Description of wrinkling and pull-in instabilities", Journal of the Mechanics and Physics of Solids. 122:84-97. https://www.sciencedirect.com/science/article/abs/pii/S0022509618305738
ELITE: Edge Layer IoT Trustless Environment
Published in Irish Signals and Systems Conference, 2023
Recommended citation: Mayfield, T., Cullen, G., Bailey, K., Greaney, P., Curran, K. (2023) ‘ELITE: Edge Layer IoT Trustless Environment’, Proceedings of the 34th Irish Signals and Systems Conference, Dublin, Ireland, 13-14 June, Washington D.C.: IEEE Computer Society Press. https://ieeexplore.ieee.org/document/10162000
Pedestrian Trajectory Prediction using BiLSTM with Spatial-Temporal Attention and Sparse Motion Fields
Published in Irish Signals and Systems Conference, 2023
Recommended citation: Khel, M., Greaney, P., McAfee, M., Moffett, S., Meehan, K. (2023) ‘Pedestrian Trajectory Prediction using BiLSTM with Spatial-Temporal Attention and Sparse Motion Fields’, Proceedings of the 34th Irish Signals and Systems Conference, Dublin, Ireland, 13-14 June, Washington D.C.: IEEE Computer Society Press. https://ieeexplore.ieee.org/document/10162063
Resume Parsing Across Multiple Job Domains Using a BERT-Based NER Model
Published in Irish Conference on Artificial Intelligence and Cognitive Science (AICS), 2023
Recommended citation: Srivastava, M., Greaney, P. (2023) ‘Resume Parsing Across Multiple Job Domains Using a BERT-Based NER Model’, Proceedings of the 31st Irish Conference on Artificial Intelligence and Cognitive Science, Letterkenny, Ireland, 7-8 December, Washington D.C.: IEEE Computer Society Press. https://ieeexplore.ieee.org/abstract/document/10470917/
talks
A Mathematical Model for Quantum Dot Cytotoxicity
Published:
Quantum dots (QDs) are a class of semiconductor nanoparticles that possess a unique set of size-tunable optical properties. The potential applications of QDs in biological and medical applications are enormous, and include high-resolution cellular imaging, cancer tumour targeting and drug delivery. However, the mechanisms for QD-cell interactions are at best partially understood, and QD cytotoxicity is an ongoing concern. In particular, it remains unclear how QD uptake by cells and subsequent cell fate are influenced by QD parameters such as size, composition, concentration, and exposure time. We present a mathematical model that describes the toxic effects of QDs on cells. The model consists of a system of ordinary differential equations describing the transition of healthy cells to an apoptotic or necrotic state induced by QD toxicity. Directions for future development of the model are also identified.
Instabilities in Thin Dielectric Elastomers
Published:
teaching
Computer Systems Programming
Postgraduate course, LYIT, Department of Computing, 2021
Introduction to object oriented programming and GUIs with Python, on the Springboard Postgraduate Diploma in Cloud Computing.
Introduction to Cloud and Mobile Technologies
Undergraduate course, LYIT, Department of Computing, 2021
Mobile App Development half-module for first year students on the the BSc. Computing and BSc. Applied Computing.
Web Application Security and Software Standards
Postgraduate course, LYIT, Department of Computing, 2021
Web Application Security and Software Standards module, on the MSc in Cybersecurity.
DevOps Project Management
Postgraduate course, LYIT, Department of Computing, 2021
DevOps Project Management module on the MSc and Postgraduate Diploma in DevOps.
Data Science
Undergraduate course, ATU Donegal, Department of Computing, 2022
An introductory data science module taken in the first year of the BSc Hons in Cyberpsychology.
Machine Learning
Postgraduate course, ATU Donegal, Department of Computing, 2022
A 10 ECTS module on the MSc in Data Science, covering a range of topics across supervised, unsupervised, and reinforcement learning, as well as model development and refinement techniques.
AI for Vision and NLP
Postgraduate course, ATU Donegal, Department of Computing, 2023
A 10 ECTS module on the MSc in Big Data Analytics and Artificial Intelligence.
Computational Mathematics
Postgraduate course, ATU Donegal, Department of Computing, 2023
10 ECTS module on the MSc in Data Science, providing a comprehensive foundation in the mathematics underpinning data science and machine learning.
Dissertation Coordination
Postgraduate couse, ATU Donegal, Department of Computing, 2023
I am the dissertations coordinator for the MSc in Data Science.
Preparatory Mathematics
Undergraduate course, ATU Donegal, Department of Computing, 2023
A 5 ECTS introductory mathematics module taken in the first year of the BSc Hons in Cyberpsychology.
Dissertation Supervision
MSc dissertations, ATU Donegal, Department of Computing, 2023
Dissertation supervision on the MSc in Data Science and MSc in Big Data Analytics & Artificial Intelligence programmes.