Dr Blair David Brown

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

More publications

Professional Activities

Generative AI in Financial Services

Invited speaker

10/10/2023

Scientific Machine Learning seminar

Invited speaker

16/5/2023

More professional activities

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

More projects