-
that coordinate many clients via regional aggregators, including federated learning steps that let homes benefit from each other’s patterns without exposing local data. 3) Prototype and validate in practice. Deploy
-
, FTIR, terahertz time domain characterisation and thermal imaging). The student will also gain transferable skills in project management, publishing and public engagement. The project benefits from a
-
has the potential to unlock an entirely new environmentally sustainable metal mining paradigm whilst also potentially unlocking ore which is currently inaccessible. Whilst EK-ISL has been successfully
-
millions of images of wildlife worldwide, offering unprecedented insights into ecosystems. However, analysing these datasets is a major challenge: AI systems excel at detecting common species but often fail
-
rest, will be combined with detailed in vivo human physiology techniques in healthy volunteers. Methods may include stable isotope tracers, blood and muscle biopsies, imaging (ultrasound, MRI, DXA), and
-
platforms, enable light manipulation for next-generation ultrafast applications in spectroscopy, sensing, and telecomms. Ultrafast lasers drive innovations from quantum technology to medical imaging, yet