I am looking for new PhD students on the following three projects within the Maxwell Institute’s Graduate School at The University of Edinburgh:

• Structured reduced-order deep learning for scientific and industrial applications
• Modern numerical linear algebra techniques for efficient learning and optimization (co-supervised with John Pearson)
• Stability of Artificial Intelligence Algorithms (co-supervised with Des Higham)

For more details and to apply: https://www.mac-migs.ac.uk/mac-migs-2024/
Deadline for applications is 22 January 2024. The start date of the PhD is September 2024 and the duration is 4 years. The first year is devoted to training, with several available courses and training activities (also in collaboration with industries). Successful applicants will receive a full-time scholarship for the entire duration of the program.

The Maxwell Institute for Mathematical Sciences brings together research activities in mathematical sciences at Edinburgh and Heriot-Watt Universities. The Institute has a physical home on the top floor of the Bayes Centre which it shares with the International Centre for Mathematical Sciences (ICMS), creating a hub for mathematical sciences research, training, and applications in central Edinburgh.