Data modelling and Remaining Useful Life estimation of rolls in a steel making cold rolling process. - Kayal Lakshmanan; Eugenio Borghini; Arnold Beckmann; Cameron Pleydell-Pearce; Cinzia Giannetti (KES, 2022)

A Hybrid Modelling Approach Based on Deep Learning for the Prediction of the Silicon Content in the Blast Furnace. - Kayal Lakshmanan; Aurash Karimi; Alex Carr; Philippe Wauters; Michael Auinger; Cameron Pleydell-Pearce; Cinzia Giannetti (KES, 2023)

A Crossroads for Hybrid Human-Machine Decision-Making. - Ben Wilson; Kayal Lakshmanan; Alan J. Dix; Alma A. M. Rahat; Matt J. Roach (PKDD/ECML Workshops (2), 2023)