Quantity beats quality for semantic segmentation of corrosion in images. - Will Nash; Tom Drummond; Nick Birbilis (CoRR, 2018)

Automated Corrosion Detection Using Crowd Sourced Training for Deep Learning. - Will T. Nash; C. J. Powell; Tom Drummond; Nick Birbilis (CoRR, 2019)

RustSEG - Automated segmentation of corrosion using deep learning. - B. Burton; Will T. Nash; Nick Birbilis (CoRR, 2022)

Searching for chromate replacements using natural language processing and machine learning algorithms. - Shujing Zhao; Nick Birbilis (CoRR, 2022)

Deep Semi-supervised Anomaly Detection Using VQ-VAE. - Renuka Sharma; Hengcan Shi; Jianfei Cai 001; Suyash P. Awate; Nick Birbilis (DICTA, 2023)

Automated architectural space layout planning using a physics-inspired generative design framework. - Zhipeng Li; Sichao Li; Geoff Hinchcliffe; Noam Maitless; Nick Birbilis (CoRR, 2024)