Maia Trower

The Bayes Centre

47 Potterrow

Edinburgh, UK EH8 9BT

MAC-MIGS PhD candidate studying at the Maxwell Institute in Edinburgh, UK.

My research interests include machine learning and data science, and I am currently working on spectral clustering methods for community detection in complex networks. My supervisor is Stefan Klus (Heriot-Watt University) and my second supervisor is Des Higham (University of Edinburgh).

selected publications

Reduced-order hybrid modelling for powder compaction: Predicting density and classifying diametrical hardness

Maia Trower, Joe Emerson, Mingzhe Yu, and 3 more authors

Powder Technology, 2023

Bib

@article{Trower_Reis,
  title = {Reduced-order hybrid modelling for powder compaction: Predicting density and classifying diametrical hardness},
  author = {Trower, Maia and Emerson, Joe and Yu, Mingzhe and Vivacqua, Vincenzino and Johnson, Timothy and dos Reis, Goncalo},
  journal = {Powder Technology},
  year = {2023},
  publisher = {Elsevier},
  url = {https://doi.org/10.1016/j.powtec.2023.118745},
  doi = {10.1016/j.powtec.2023.118745},
}

Transfer operators on graphs: Spectral clustering and beyond

Stefan Klus, and Maia Trower

arXiV, 2023

Bib

@article{Trower_Klus2023,
  title = {Transfer operators on graphs: Spectral clustering and beyond},
  author = {Klus, Stefan and Trower, Maia},
  journal = {arXiV},
  year = {2023},
  doi = {arXiv:2305.11766 },
  url = {https://doi.org/10.48550/arXiv.2305.11766},
}