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  2. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/IOM3Talk2021.pdf
    24 May 2021: Combustor in a jet engine. Direct laser deposition requires new alloys.
  3. National Physics Lab IOM talk

    www.tcm.phy.cam.ac.uk/~gjc29/talks/NPLTalk2020.pdf
    30 Nov 2021: Accelerate discovery and validation to 2 years. Additive manufacturing requires new alloys.
  4. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/2109179Sq_rjs269/
    17 Sep 2021: Our study unveils a new regime of topological phases where multi-gap topology and non-Abelian charges of band nodes play a crucial role in understanding semimetals with inter-connected multiple
  5. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/210715FlR_br395/
    15 Jul 2021: A new Cambridge experiment sheds light on an exotic state of matter that has defied discovery for decades. ... In the new experiment, the researchers study a proposed candidate material by exciting it with an intense laser pulse which generates "ripples"
  6. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/ODSCTalk2018.pdf
    7 Sep 2021: 57, 2077 (2017). Want to impute missing entries. Validate using a realistically split holdout data set, extrapolate to new chemical space. ... Neural networks for materials design. Materials designed. Summary. Impute values in sparse matrix to high
  7. Wilson's Perturbative RG PH pHot uFuturists legumin 1 loosegrain…

    www.tcm.phy.cam.ac.uk/~achc2/written/lec10.pdf
    27 Feb 2021: y ge Q J. de4 n. new fixed. fit. y 2 7 e Oci.
  8. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/210514Dkn_mjr/
    14 May 2021: About. Research. People. Events. Join us. Impact. Research Highlights. Whole-tissue stretch regulates epithelial cell fate decisions. Adrien Hallou, Ben Simons and colleagues at the Cambridge Stem Cell Institute and at the Gurdon Institute show
  9. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/KymabTalk2020.pdf
    7 Nov 2021: Realistically split holdout data set, extrapolate to new chemical space. Impute missing entries in new chemical space. ... Realistically split holdout data set, extrapolate to new chemical space, and calculate the accuracy.
  10. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/210315AeT_pc652/
    15 Mar 2021: About. Research. People. Events. Join us. Impact. Research Highlights. Dual-unitary circuit models of thermalization. Minimal exactly solvable models for a wide range of many-body dynamics are constructed. Complete unitary time evolution
  11. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/DPG_materialsTalk2017.pdf
    5 Sep 2021: Merge experiments and simulations into holistic design tool. Proposed four new alloys, experimentally verified.
  12. Copy of NSG Group

    www.tcm.phy.cam.ac.uk/~gjc29/talks/NSGGroupTalk2019.pdf
    11 Sep 2021: Computersimulation. Request new result. Train. Properties. intellegens.ai. Experimental validation. Ge 89% Au 11% Quench. ... intellegens.ai. Design, analyse, and share new materials. intellegens.ai. Manage models and analyse workflow.
  13. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/210927Ju8_ap2076/
    19 Oct 2021: new avenues in the rapidly growing field of non-equilibrium many-body dynamics. ... Text readapted from Cambridge Research News.
  14. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/210430AgV_ap2076/
    18 Oct 2021: About. Research. People. Events. Join us. Impact. Research Highlights. Higher-order and fractional discrete time crystals in clean long-range interacting systems. A team of current and former TCM researchers showed how long-range interactions can
  15. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/DuxfordTalk2018.pdf
    7 Sep 2021: Crystalstructure. Crystalstructure. Schematic of a jet engine. Direct laser deposition requires new alloys. ... Composition. Properties. Process. Fatigue. Weld. Predict and design new materials. Composition Composition.
  16. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/210326BwS_rjs269/
    26 Mar 2021: Canfield and Adam Kaminski. Recent experiments provide evidence for a new weak topological insulator with unusal dispersion features.
  17. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CamnetTalk2019.pdf
    11 Sep 2021: Schematic of a jet engine. Combustor in a jet engine. Direct laser deposition requires new alloys.
  18. Optibrium Shows Deep Learning to Successfully Predict Human…

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/IFF.pdf
    19 Dec 2021: including offering new insights into drug discovery data to identify opportunities for new drugs and streamline the drug discovery process [1]. ... Fragrance ingredient development currently requires human panel-based trials. Critical for the success of
  19. Deep Learning Tool Enables the Identification of Alkanes For ...

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/Lubricants.pdf
    3 Apr 2021: new lubricants.
  20. IDMBAT_PressRelease

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/IDMBAT.pdf
    4 Apr 2021: The new intelligent data management platform will enable battery technology manufacturers to overcome technical and commercial barriers. ... Speeding up the production of these new battery technologies is critical in addressing the urgent need for
  21. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/2102259Aq_ap2076/
    18 Oct 2021: About. Research. People. Events. Join us. Impact. Research Highlights. Time crystals in long-range classical noisy systems. A team of current and former TCM researchers showed how long-range interactions can be leveraged to realize a classical
  22. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/210814JQn_pcv22/
    14 Aug 2021: About. Research. People. Events. Join us. Impact. Research Highlights. Why is the training of artificial neural networks so effective? Our research reveals interesting characteristics of common learning techniques employed for training deep
  23. 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.
  24. 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.
  25. ATIBoeing_Intellegens_PR

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/ATI_Boeing.pdf
    3 Apr 2021: we believe the 10 selected startups are bringing new ideas and technologies into our industry. ... We are excited about working with new entrepreneurs with a great level of energy and different ways of approaching innovation.”.
  26. For Immediate Release ASME Announces AM Innovation Award Winners ...

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/ASME.pdf
    22 Jun 2021: printing. The interactive virtual event featured nearly 40 new product and service demonstrations and. ... The latest release of the company’s PrintRite3D monitoring solution includes new features that.
  27. 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
  28. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/2104151o2_nw361/
    15 Apr 2021: About. Research. People. Events. Join us. Impact. Research Highlights. The exact exchange-correlation kernel. Calculations of the exact exchange-correlation kernel within linear response time-dependent density functional theory (TDDFT) elucidates
  29. Prof Warner

    www.tcm.phy.cam.ac.uk/profiles/mw141/
    25 May 2021: They dominate, and make very rich, the mechanics of these new materials. ... We are also exploring exploitation of these new, rule-breaking phenomena for actuation, energy recovery, medical devices, chiral separation,.
  30. Intellegensˇ Alchemite" artificial intelligence engine used to…

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/3D_Printing.pdf
    4 Apr 2021:
  31. 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
  32. 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.
  33. 25 Jan 2021: However,strong interactions frequently induce transitions and lead to new equilibrium phases ofmatter. ... 4] R. P. Feynman, Statistical Mechanics, Benjamin, New York, (1972). Anotherclassic text by Feynman which covers the basic concepts.
  34. 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.
  35. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/LouvainTalk2018.pdf
    7 Sep 2021: Combustor in a jet engine. Direct laser deposition requires new alloys. ... Composition. Dis. orde. r. New material most likely to work. Composition.
  36. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/EPFLTalk2018.pdf
    7 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.
  37. 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.
  38. 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.
  39. 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
  40. 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.
  41. Computing History

    www.tcm.phy.cam.ac.uk/about/history/computing.html
    26 Jan 2021: This new processor offered 64-bit operation, and clock speeds of over 100MHz. ... This new cluster completely replaced the original. Since then it has been upgraded incrementally.
  42. 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.
  43. 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
  44. 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.
  45. 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.
  46. 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.
  47. 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.
  48. 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.
  49. 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.
  50. 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.
  51. 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).

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