Dr Blair David Brown

Senior Knowledge Exchange Fellow

Electronic and Electrical Engineering

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Publications

Machine learning explanations by design : a case study explaining the predicted degradation of a roto-dynamic pump
Amin Omnia, Brown Blair, Stephen Bruce, McArthur Stephen, Livina Valerie
NDT 2023 - 60th Annual British Conference on NDT (2023)
Remaining useful life prediction of filters in nuclear power plants
Young Andrew, Devereux Michael, Brown Blair David, Stephen Bruce, West Graeme, McArthur Stephen
13th Nuclear Plant Instrumentation, Control & Human-Machine Interface Technologies (2023)
Parameterisation of domain knowledge for rapid and iterative prototyping of knowledge-based systems
Young Andrew, West Graeme, Brown Blair, Stephen Bruce, Duncan Andrew, Michie Craig, McArthur Stephen DJ
Expert Systems with Applications Vol 208 (2022)
https://doi.org/10.1016/j.eswa.2022.118169
A quantile dependency model for predicting optimal centrifugal pump operating strategies
Stephen Bruce, Brown Blair, Young Andrew, Duncan Andrew, Helfer-Hoeltgebaum Henrique, West Graeme, Michie Craig, McArthur Stephen D J
Machines Vol 10 (2022)
https://doi.org/10.3390/machines10070557
Capturing symbolic expert knowledge for the development of industrial fault detection systems : manual and automated approaches
Young Andrew, West Graeme, Brown Blair, Stephen Bruce, Duncan Andrew, Michie Craig, McArthur Stephen
International Journal of Condition Monitoring and Diagnostic Management Vol 25, pp. 67-75 (2022)
A case-study led investigation of explainable AI (XAI) to support deployment of prognostics in industry
Amin Omnia, Brown Blair, Stephen Bruce, McArthur Stephen
Proceedings of the European Conference Of The PHM Society 2022 , pp. 9-20 (2022)
https://doi.org/10.36001/phme.2022.v7i1.3336

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Professional Activities

Generative AI in Financial Services
Invited speaker
10/10/2023
Scientific Machine Learning seminar
Invited speaker
16/5/2023

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Projects

EPSRC Vacation Internship: Digital Twinning through Physics Informed Machine Learning. A Vibrating Bearing Case Study
Pestana, Jennifer (Co-investigator) Brown, Blair David (Principal Investigator)
EPSRC Vacation Internship for Zara Blair
14-Jan-2022 - 22-Jan-2022
Supporting Analytics for Nuclear Asset Data Lifecycle (Jennifer Blair)
Stephen, Bruce (Principal Investigator) Brown, Blair David (Co-investigator)
01-Jan-2020 - 30-Jan-2024
Supporting Analytics for Nuclear Asset Data Lifecycle (Jennifer Blair) | Blair, Jennifer
Stephen, Bruce (Principal Investigator) Brown, Blair David (Co-investigator) Blair, Jennifer (Research Co-investigator)
01-Jan-2020 - 01-Jan-2024

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Contact

Dr Blair David Brown
Senior Knowledge Exchange Fellow
Electronic and Electrical Engineering

Email: blair.brown@strath.ac.uk
Tel: 444 7027