GBO Data 10-31-16[1] (Read-Only) · GBO Data 10-31-16[1] (Read-Only) Created Date: 11/14/2016...
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Title Page NeoAlchemy: Transmuting Data into New Materials G.B. Olson Northwestern University & QuesTek Innovations LLC CH MaD
Transcript of GBO Data 10-31-16[1] (Read-Only) · GBO Data 10-31-16[1] (Read-Only) Created Date: 11/14/2016...
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TitlePage
NeoAlchemy:TransmutingDataintoNewMaterials
G.B.Olson
NorthwesternUniversity&
QuesTek InnovationsLLC
CH MaD
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Materials Genome Initiative for Global Competitiveness
June 2011
Fundamentaldatabasesandtoolsenablingreductionofthe10-20yearmaterialscreationanddeploymentcycleby50% ormore.
NationalScienceandTechnologyCouncil(NSTC)/OfficeofScienceandTechnologyPolicy(OSTP)
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NRC2004ACCELERATINGTECHNOLOGYTRANSITION:BridgingtheValleyofDeathforMaterialsandProcessesinDefenseSystems
Chapter3,p.42:Aproductivemodelmaybethehealth-drivenresearchsystemoperatedbytheNationalInstitutesofHealth,spanningthefullrangefrommolecularbiologytomedicine.Whiletheacademicvaluesystemofthephysicalscienceshasgenerallysuppressedthecreationofengineeringdatabases,thelifescienceshaveforgedaheadwiththeHumanGenomeprojectrepresentingthegreatestengineeringdatabaseinhistory.Aparallelfundamentaldatabaseinitiativeinsupportofcomputationalmaterialsengineeringcouldbuildaphysicalscience/engineeringlinkaseffectiveastheproductivelifescience/medicinemodel.Recommendation:TheOfficeofScienceandTechnologyPolicyshouldleadanational,multiagencyinitiativeincomputationalmaterialsengineeringtoaddressthreebroadareas:methodsandtools,databases,anddisseminationandinfrastructure.
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FirstFlight:QuesTekFerrium S53®T-38mainlandinggearpiston
December17,2010
Materialapproval: November2009Componentapproval: August2010Componentinstallation: November2010Firstflight: December2010
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2000
2000sDFTIntegration
1990sDICTRAPandatThermotech
MaterialsGenome
1956Kaufman&Cohen
1973CALPHAD
GenI
1979-84Thermo-CalcSGTE
ComputationalMaterialsDesign
1985SRGSystemsApproach
1989NASAlloy
1997FerriumC61™
PrecipiCalc®
IntegratedComputationalMaterialsEngineering
2000FerriumS53®
2004FerriumC64™
2007FerriumM54™
2001DARPAAIM
2005DARPA/ONRD3D
GenII GenIII
2011MaterialsGenomeInitiative
ConcurrentEngineeredSystems
Ni-baseAlloysFerrousAlloysAl-baseAlloysRefractories
SMAs Cu-baseAlloys
AlloysPolymersCeramicsComposites
2004NMABAcceleratingTechnologyTransition
2008NMABICME
2011OSTP
2003FordVAC
1950 1970 1980 1990 2010
MaterialsGenomeTimeline
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For Official Use Only – Not for Public Release
Unfolding Materials Science and Engineering
• Undirectedhypergraph• Connectionscorrespondto
relationshipsinliterature
• Undirectedgraph• Connectionscorrespondtonon-linearfunctional
relationships• Canbeextrapolatedtonewmaterials
Scientific Domain Knowledge Predictive Design Relationships
NamP.Suh,“Complexity:theoryandapplications,”Oxforduniversitypress,2005.
Inverse Process
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Systemchart
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HierarchyofDesignModels
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Example:DesignIntegrationwithCMDMatrix+StrengtheningDispersionDesign
GrainPinningDispersionDesign
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FerriumC61AMS6517 FerriumS53StainlessAMS5922CyberSteelstoMarket
A10
3nm
FerriumM54AMS6516FerriumC64AMS6509
T45
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Milanese Loop Alloy
High Strength 18K Gold
Anodizable 7000 Aluminum
-Custom Magnetic Stainless Steel
-2X harder
-60% stronger Al-30% lighter than 316L
Apple watch-Announced September 2014
Baseline: 316L Stainless Steel
-Cold-forged to 40% harder -Special purity mirror finish
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MGI:FromFerriumRidgetoSiliconValley
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CenterforHierarchicalMaterialsDesign
• 10yr$60M($50MNIST+$10Mcostmatch)• ChicagoRegional(Voorhees&Olson,NU/dePablo,UC Co-Directors)
• Methods,toolsanddatabasessupportingMGI;metalsandpolymers
CH MaD
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CenterforHierarchicalMaterialsDesignCH MaD
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AECComputationalMaterialsSubcommitteeASM Materials Genome Toolkit
in collaboration with ThermoCalc Software AB
Software:Thermo-CalcDICTRATC-PRISMATQ-InterfaceTCToolboxforMATLABTC-API
Pilot Program: Michigan Technological UniversityGoal: 3yr licenses to 14 undergraduate materials programs
Databases:TCFE+MOBFE(forsteels)TCAL+MOBAL(forAl-alloys)TCNI+MOBNI(forNi-alloys)TCMG(forMg-alloys)
CH MaD
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