Research Output - Highlights

Predicting Pharmaceutical Crystal Morphology Using Artificial Intelligence

Accepted Manuscript CrystEngComm 2022

RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting

Tuli, S., Wilkinson, M.R. and Kettell, C., 2022. RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting, IJCAI 2022 Workshop on AI for Time Series Analysis, arXiv preprint arXiv:2206.05602.

Images of Chemical Structures as Molecular Representations for Deep Learning

Wilkinson, M.R., Martinez-Hernandez, U., Wilson, C.C. et al. Images of chemical structures as molecular representations for deep learning. Journal of Materials Research 37, 2293–2303 (2022). https://doi.org/10.1557/s43578-022-00628-9

Concurrent Antisolvent Electrospraying: A Novel Continuous Crystallization Technique

Laurent Perge, Jan Gröls, Daniel F. Segura, Aneesa Al-Ani, Matthew Wilkinson, Bernardo Castro-Dominguez, Concurrent Antisolvent Electrospraying: A Novel Continuous Crystallization Technique, Journal of Pharmaceutical Sciences, Volume 109, Issue 10, 2020, Pages 3027-3034, ISSN 0022-3549, https://doi.org/10.1016/j.xphs.2020.06.023.

Predicting Pharmaceutical Powder Flow With Deep Learning

Under Review - coming soon!

Rapid, Low-Cost Microscopy Using Deep Learning and Robotics: A Crystal Morphology Case Study

Under Review - coming soon!

Experience & Projects

PhD Project

Artificial Intelligence applied to drive sustainable pharmaceutical manufacturing by reducing reliance on trial-and-error approaches.

Alan Turing Institute Internship: TRL Software Ltd

Using deep learning to detect anomolies in spacio-temporal traffic data from Radcliffe, Greater Manchester, UK.

MChem Masters Project

Investigating the "Ensilication" method with baceriophages as model viruses to overcome the cold chain storage requirements when transporting biologicals.

Freudenberg Performance Materials Ltd: Development Technician

12 month industrial placement as part of my integrated MChem masters course.