Subject: Machiine Learning

Constraint-Aware Green Hydrogen Potential in Ireland

Mimi Zhang (email | all projects)

A previous MSc student built HydroNav (https://hydronav-frontend.vercel.app/), a platform that estimates Ireland’s green hydrogen production potential from renewable electricity and scores candidate facility sites on a national grid. That work established a useful pipeline and a working codebase, but its central quantity rests on a definition that does not match how the Irish system actually … Read more

Development of digital twins of optical networks using machine learning – Taken, no longer available

Marco Ruffini (email | all projects)

Project Description: Over the past few years, telecommunications networks have migrated towards concepts of virtualisation and programmability, which has recently also affected the optical layer [1]. This has provided the opportunity to build more intelligent control of optical networks, for example to predict quality of transmission and thus improve overall network utilisation, as transmission channels … Read more