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  2. Machine learning making light work of AM aerospace alloys

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/Project_MEDAL.pdf
    15 Jan 2021: AM processing parameters for new metal alloys, making thedevelopment process more time and cost-efficient. ... While this new method is being developed with aerospace in mind, the teambelieves it will have applications for other sectors too.
  3. Advanced Engineering Show

    www.tcm.phy.cam.ac.uk/~gjc29/talks/AdvancedEngineeringShowTalk2019.pdf
    11 Sep 2021: intellegens.ai. Case study: additive manufacturing. intellegens.ai. Additive manufacturing requires new alloys.
  4. Confidential intellegens.ai Webinar will begin shortly Solving the…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/SmallDataTalk2021.pdf
    14 Jul 2021: Confidential intellegens.ai. Open Source Malaria competition. Data-driven approach identified new candidate molecules. ... Validate new data. See also our data quality case study with Matmatch.
  5. OSM_PressRelease_Published1

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/Open_Source_Malaria.pdf
    3 Apr 2021: researchers who design, synthesise and test new antimalarial candidates that they hope will. ... models to improve a promising series of antimalarials, suggests that new AI/ML.
  6. Advanced Engineering 2021 data slides

    www.tcm.phy.cam.ac.uk/~gjc29/talks/AdvancedEngineeringShowTalk2021.pdf
    4 Nov 2021: Handle sparse,. noisy, complex data. Ready-to-use solution. Confidential intellegens.ai. Validated a new alloy for 20+ composition/process parameters to satisfy 11 physical criteria.
  7. Richard Needs: Publications

    www.tcm.phy.cam.ac.uk/~rn11/publications.html
    30 Mar 2021: Jack Whaley-Baldwin and Richard Needs, New Journal of Physics 22, 023020 (2020). ... Chris J. Pickard and Richard J. Needs. Nature News and Views 511, 294 (2014).
  8. DATA - DRIVEN DISCOVERY Deep learning for materials and ...

    www.tcm.phy.cam.ac.uk/~gjc29/talks/AdditiveManufacturing2021.pdf
    23 Feb 2021: Qualification, particularly for metal AM target applications, has to consider new materials and processes. • ... Design your next experiment. Optimise a new alloy and processes to achieve multiple target properties.
  9. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CambridgePhenomenonProgramTalk2021.pdf
    7 Nov 2021: Machine learning as a black box. Train from historical data. Predict new chemicals.
  10. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/TCMCurrentResearchTalk2021.pdf
    10 Jan 2021: Combustor in a jet engine. Direct laser deposition requires new alloys.
  11. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/TCMCurrentResearch_2Talk2021.pdf
    14 Jun 2021: Combustor in a jet engine. Direct laser deposition requires new alloys.

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