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okay uh so good afternoon my name is dr sam cooper and i am a senior lecturer in the dyson school of design engineering uh ive actually been imperial for 14 years i did an undergraduate mechanical engineering uh masters around materials characterization a phd in battery and fuel cell materials a postdoc around grid scale energy storage and now ive got my own research group and we focus on uh generally energy devices but from a data perspective so we do things like machine learning to try and improve the manufacturing processes for battery electrodes and one of the major tools that we use to try and understand the relationship between manufacturing processes and device performance is materials characterization and in particular 3d imaging thats partly because it is useful and its partly because i just really enjoyed the topic i think its very uh elegant and has lots of very sort of visually satisfying aspects to it of course being 3d imaging um so what were going to go through to