O. Pugh

ORCID: 0009-0009-1359-9239
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About
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Research Areas
  • Water-Energy-Food Nexus Studies
  • Catalysis and Oxidation Reactions
  • Computational Drug Discovery Methods
  • Graphite, nuclear technology, radiation studies
  • Machine Learning in Materials Science
  • Nuclear reactor physics and engineering

University of Nottingham
2023

The benefits of using machine learning approaches in the design, optimisation and understanding homogeneous catalytic processes are being increasingly realised. We focus on implementation key concepts, which serve as conduits to more advanced chemical literature, much is (presently) outside area catalysis. Potential pitfalls 'workflow' procedures needed process identified all examples provided a sciences context, including several from 'real world' catalyst systems. Finally, potential areas...

10.1016/j.aichem.2023.100006 article EN cc-by Artificial Intelligence Chemistry 2023-07-11
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