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8 followers · 11 following
  • University of Birmingham
  • Birmingham, UK

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Achievement: Pull Shark

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@uob-positron-imaging-centre

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BenDJenkins/README.md

Hi there 👋 I'm Ben Jenkins

I'm a PhD student with a background in Chemical Engineering working on the application of big data and machine learning to granular material simulations to better understand how they work...

My github stats
  • 🔭 I’m currently a PhD student at the University of Birmingham working on a industrial project with Granutools!
  • 🌱 I’m currently blending my knowledge of DEM simulation with big data analytics and machine learning!
  • 💬 I love everything about space and rocketry as well as electronics and microcontrollers!
  • ‍🎓 I am currently working on learning to use Julia!
  • 😄 Pronouns: He / Him

Skills

  • Mastery over several DEM packages including LIGGGHTS, Blaze-DEM and EDEM.
  • Proficient in Python and data visulisation. I love making super pretty scientific graphs!
  • Extensive knowlege of machine learning for regression based tasks using scientific data in Python with some new expereince with Julia.
  • Expertise in big data analytics like principal component analysis, sensitivity analysis and developing custom scripts for filtering data.

Pinned Loading

  1. uob-positron-imaging-centre/DigitalTwins uob-positron-imaging-centre/DigitalTwins Public

    Collection of peer-reviewed Digital Twins developed at the University of Birmingham in partnership with industrial collaborators.

    Python 18 5

  2. granudrum_analysis granudrum_analysis Public

    Python package for use with analysing data from the GranuDrum powder characterisation tool digital twin.

    Python 1

  3. machine-learning-study machine-learning-study Public

    A benchmark study of machine learning models on a granular material dataset for a future paper.

    1