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  2. IntellegensTraining deep neural networks on fragmented data A new ...

    www.tcm.phy.cam.ac.uk/~gjc29/talks/LondonTalk2017.pdf
    5 Sep 2021: IntellegensTraining deep neural networks on fragmented data. A new deep neural network technology thatReduces product development costs. ... Gives 400x the potential to discover new drugs. Second phase of project underway, active discussions on future
  3. OptaDOS -- About

    www.tcm.phy.cam.ac.uk/~ajm255/optados/publications.html
    20 Jul 2021: OptaDOS - a new tool for EELS calculations R. J. Nicholls, A.
  4. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/BakerHughesTalk2021.pdf
    7 Nov 2021: Combustor in a jet engine. Direct laser deposition requires new alloys.
  5. BreakfastBriefing_Materials_deck

    www.tcm.phy.cam.ac.uk/~gjc29/talks/BreakfastBriefingTalk2020.pdf
    12 Sep 2021: Solution. Applied novel neural network to combine sparse experimental data with computational thermodynamic predictions to design a new alloy. ... Disadvantages Chromium is toxic, environmentally unfriendly, and expensive. Challenge Design a new steel
  6. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/EngineeringTalk2020.pdf
    11 Sep 2021: Combustor in a jet engine. Direct laser deposition requires new alloys. ... Inf. Model. 57, 2077 (2017). Impute missing entries to validate. Validate using a realistically split holdout data set, extrapolate to new chemical space.
  7. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/DassaultTalk2017.pdf
    5 Sep 2021: Protein. Dru. g. stru. ctur. e. Predict activity of a new drug.
  8. Machine learning predicts mechanical properties of porous materials | …

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/Porous_Materials.pdf
    4 Apr 2021: research/news/magnetic-graphene-forms-a-new-kind-of-magnetism). (/research/news/cambridge-launches-regulatory-genome-project). 0 Comments University of Cambridge Research Disqus' Privacy Policy Login1. ... Email. I wish to receive a weekly Cambridge
  9. Ansys 2021 v1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/AnsysTalk2021.pdf
    17 Dec 2021: Confidential intellegens.ai. Validated a new alloy for 20+ composition/process parameters to satisfy 11 physical criteria.
  10. National Academy Sciences public

    www.tcm.phy.cam.ac.uk/~gjc29/talks/NationalAcademySciencesTalk2019.pdf
    11 Sep 2021: intellegens.ai. Combustor in a jet engine. intellegens.ai. Direct laser deposition requires new alloys. ... Load data1. Training2. Design3. intellegens.ai. Design and interrogate new materials. intellegens.ai.
  11. Copy of Advanced Materials Show

    www.tcm.phy.cam.ac.uk/~gjc29/talks/AdvancedMaterialsShowTalk2019.pdf
    11 Sep 2021: Training2. Predict & design3. intellegens.ai. Design, analyse, and share new materials.
  12. Copy of Granta for Ansys Materials Day v4

    www.tcm.phy.cam.ac.uk/~gjc29/talks/AnsysMaterialsDayTalk2021.pdf
    28 Sep 2021: Minimize business risk by ensuring reliable and repeatable processes. Reduce expense and time to take a new part to market. ... Drug discoveryPredict pharmacokinetics to improve compound selection. Hardfacing materialsDesign new surface treatments to
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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).
  18. 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.
  19. 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.
  20. 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.
  21. 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.

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