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  2. Machine learning in materials design,oil exploration, and…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/SRUKTalk2014.pdf
    24 Aug 2020: Jet engine. Jet engine. Designing a new alloy – what is required? ... Three new tools. Neuralnetwork. fittingExperimental. databases. Ni-based alloyEP14157622.32013/0052077 A1GB1408536.9. Mo-Hf alloyEP14161255.6US 2014/223465GB1307533.8.
  3. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CaiusTalk2015ii.pdf
    24 Aug 2020: Summary. Proposed a new approach for interaction potentials. Accelerated computation by up to x 30000.
  4. Machine learning in materials design,oil exploration, and beyondG.…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/SMFTalk2014.pdf
    24 Aug 2020: Mo-Nb forging alloyEP14161529.4US 2014/224885GB1307535.3. Ni disc alloyEP14157622.3US 2013/0052077 A2GB1408536.9. Two new tools. ... Accuratepredictions for3D printability. Three new tools. Neuralnetwork. fittingExperimental. databases. Ni-based
  5. DFT modeling research Gareth Conduit Patent GB1302743.8 (2013)Patent…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/DFTResearchDay2013.pdf
    24 Aug 2020: Theory of Condensed Matter Group, Department of Physics. Four new tools. ... Correlations between properties. Correlations between properties. Semiconductors. Working with Samsung to propose and experimentally verify new LED materials.
  6. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/RAMMTalk2016.pdf
    24 Aug 2020: Summary. Used artificial intelligence to discover materials. Proposed four new alloys, experimentally verified, now real-world testing.
  7. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/AAMSTalk2019.pdf
    24 Aug 2020: Combustor in a jet engine. Direct laser deposition requires new alloys.
  8. Optibrium Releases StarDrop 4

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/cerella.pdf
    21 Oct 2020: our collaborators with the unprecedented outcomes it delivers. We are proud to reach this new milestone of launching. ... Optibrium continues to develop new products and research novel technologies to improve the efficiency and productivity of the drug
  9. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/KTNQuantumTalk2020.pdf
    24 Aug 2020: Materials enabler for new technology, advanced materials market estimates at $1.5 trillion per year. ... Accelerated implementation of standard algorithms in machine learning. Development of new machine learning methods, quicker and better at handling
  10. intellegens.ai Deep learning for industrial formulations and…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/BoeingTalk2019.pdf
    24 Aug 2020: Identify opportunities to develop new material IP. intellegens.ai. What Intellegens can bring to the program.
  11. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/ArmourersBrasiers2013.pdf
    24 Aug 2020: Offer materials optimization service – paid per discovery. Designing a new alloy – what is required? ... S WO T. SWOT matrix. Study and discover new materialsAccount for heat treatmentsRapid calculation & optimization.
  12. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/ACSTakedaTalk2018.pdf
    24 Aug 2020: 57, 2077 (2017). Random Realistic. Want to impute missing entries. Validate using a realistically split holdout data set, extrapolate to new chemical space. ... Train across all endpoints simultaneously to pull out activity-activity correlationsImpute
  13. LIMITS TO THE UNIVERSALITY OF QM

    www.tcm.phy.cam.ac.uk/~bdj10/papers/QMlimits.html
    6 Aug 2020: 3. D. Bohm, Unfolding meaning (Ark, London and New York, 1987), Chapter 3. ... 4. N. Bohr, Atomic Physics and Human Knowledge (Wiley, New York, 1958), Chapters 2 and 3.
  14. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/MLDGTalk2019.pdf
    24 Aug 2020: Schematic of a jet engine. Combustor in a jet engine. Direct laser deposition requires new alloys.
  15. intellegens.ai Machine learning for the design of materials,…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/DITTalk2019.pdf
    24 Aug 2020: Training2. Predict & design3. intellegens.ai. Manage and analyse models. intellegens.ai. Design, analyse, and share new materials.
  16. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/UCLTalk2013.pdf
    24 Aug 2020: Designing a new material – what is required? PCost. PDensity. PFatiguePCreepPOxidation.
  17. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/ACSProteinTalk2018.pdf
    24 Aug 2020: 57, 2077 (2017). Random Realistic. Want to impute missing entries. Validate using a realistically split holdout data set, extrapolate to new chemical space. ... Train across all endpoints simultaneously to pull out activity-activity correlationsImpute
  18. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CDTTalk2018.pdf
    24 Aug 2020: 2012: Working with Rolls Royce UTC. Design new materials that fulfil multiple target criteria in yield, hardness, melting, oxidation, cost, density, fatigue, toughness, creep, and processibility.
  19. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/DPGMaterialsTalk2018.pdf
    24 Aug 2020: Theory of Condensed Matter group. Direct laser deposition requires new alloys.
  20. Medicines Discovery Catapult Ltd | Incorporated in England and ...

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/MDC.pdf
    24 Aug 2020: trials and regulatory approval, greatly adding to the costs of creating new medicines. ... discovery and early development of new medicines. Helping to transform ideas into commercial.
  21. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/WarwickTalk2016.pdf
    24 Aug 2020: Fatigue lifeCreep. Oxidationresistance. Corrosionresistance. Fracturetoughness. Processibility Yield strength. Requiredproperties. for new alloy. ... Used artificial intelligence to discover materials. Proposed four new alloys, experimentally verified,

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