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SUMMARY:The Modern Day Blacksmith - Gareth Conduit
DTSTART:20210614T090000Z
DTEND:20210614T100000Z
UID:TALK160537@talks.cam.ac.uk
CONTACT:nrc25
DESCRIPTION:We present a machine learning methodology that exploits multip
 le sources of materials information: experimental data\, physical laws\, a
 nd computer simulations. We illustrate the tool by designing a nickel-base
  superalloy for direct laser deposition. Starting from a training set comp
 rising just ten core results\, the machine learning tool juxtaposes comple
 mentary material properties\, designs an alloy\, and we then present the e
 xperimental validation of its properties. We highlight further case studie
 s in materials\, healthcare\, and pharmaceuticals that motivated the comme
 rcialization of the machine learning tool.\n\n\nSee the "TCM graduate teac
 hing page":https://www.tcm.phy.cam.ac.uk/impact/teaching.html for further 
 information.\n\n
LOCATION:TCM Virtual Seminar Room
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