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Machine learning making light work of AM aerospace alloys
www.tcm.phy.cam.ac.uk/~gjc29/coverage/Project_MEDAL.pdf15 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. -
Advanced Engineering Show
www.tcm.phy.cam.ac.uk/~gjc29/talks/AdvancedEngineeringShowTalk2019.pdf11 Sep 2021: intellegens.ai. Case study: additive manufacturing. intellegens.ai. Additive manufacturing requires new alloys. -
Confidential intellegens.ai Webinar will begin shortly Solving the…
www.tcm.phy.cam.ac.uk/~gjc29/talks/SmallDataTalk2021.pdf14 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. -
OSM_PressRelease_Published1
www.tcm.phy.cam.ac.uk/~gjc29/coverage/Open_Source_Malaria.pdf3 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. -
Advanced Engineering 2021 data slides
www.tcm.phy.cam.ac.uk/~gjc29/talks/AdvancedEngineeringShowTalk2021.pdf4 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. -
Richard Needs: Publications
www.tcm.phy.cam.ac.uk/~rn11/publications.html30 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). -
DATA - DRIVEN DISCOVERY Deep learning for materials and ...
www.tcm.phy.cam.ac.uk/~gjc29/talks/AdditiveManufacturing2021.pdf23 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. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/CambridgePhenomenonProgramTalk2021.pdf7 Nov 2021: Machine learning as a black box. Train from historical data. Predict new chemicals. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/TCMCurrentResearchTalk2021.pdf10 Jan 2021: Combustor in a jet engine. Direct laser deposition requires new alloys. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/TCMCurrentResearch_2Talk2021.pdf14 Jun 2021: Combustor in a jet engine. Direct laser deposition requires new alloys.
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