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  2. The realization of itinerant ferromagnetismin an atomic Fermi gas ...

    www.tcm.phy.cam.ac.uk/~gjc29/talks/Retreat2010.pdf
    24 Aug 2020: g1. H=k kck† ckgkk 'q ck. † ck 'q† ck 'qck '. Atomic gases: a new forumfor many-body physics.  A gas of atoms simulates electrons in a solid. ... motivate new research arenas. Slide 1. Slide 2. Slide 3. Slide 4.
  3. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/NTUTalk2018.pdf
    24 Aug 2020: Crystalstructure. Crystalstructure. Direct laser deposition requires new alloys. Neural networks for materials design. ... lity. New material most likely to work. Composition. Pha. se s.
  4. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CaiusMCRTalk2012.pdf
    24 Aug 2020: Aircraft Fuel Burn Per Seat. Designing a new alloy – what is required? ... for new alloy. • For efficient development, predictions must take seconds or less.
  5. 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.
  6. intellegens.ai Advanced material designusing deep learning…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/MRETalk2020.pdf
    24 Aug 2020: intellegens.ai. Case study: additive manufacturing. intellegens.ai. Additive manufacturing requires new alloys. ... Consulting projectOne-off project to design a new material. intellegens.ai. Summary of future opportunities of Alchemite.
  7. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CaiusTalk2013.pdf
    24 Aug 2020: Oxidationresistance. Corrosionresistance. Processibility. Fracturetoughness Yield strength. Requiredproperties. for new alloy. • For efficient development, predictions must take seconds or less. ... Developed new algorithms to optimize a material’s
  8. 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.
  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. Modeling the magnetoresistance of disordered superconducting films…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CMPTalk2012.pdf
    24 Aug 2020:  Calculating costs , where is the number of sites New method calculates using a. ... Chebyshev expansion [Weisse 09] in time. E[,] O(N 3). exp E[old ,old ] E[new ,new].
  11. 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.

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