nuclear science with a c lyc array - orau.gov · learning with purpose cs 2 liycl 6 (clyc): novel...
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Learning with PurposeLearning with Purpose
NuclearSciencewithaC7LYCArray
ParthaChowdhuryUniversityofMassachusettsLowell
WorksupportedbyU.S.DepartmentofEnergy
Learning with Purpose
Cs2LiYCl6 (CLYC):noveldualn-g scintillator
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
g
• Excellentn-g pulse-shapediscrimination
•GammaresolutionbetterthanNaI
• ~10%neutronpulseheightresolution!!
• NolongToF armneeded• closeplacementincreasesgeometricalefficiency
Learning with Purpose
• Eliminate6Li(n,a)thermalpeakvia7Li-enrichedC7LYC• Explorefastneutronspectroscopypotential• A16-elementarrayof1”x1”C7LYC(largestcrystalsavailableatthetime)
SCANS :SmallC7LYCArrayforNeutronSpectrocopy
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
• NuclearsciencewithSCANS(C7LYC)• Larger(3”x3”)crystal(acquireandcharacterize)• Elastic/inelasticneutronscatteringatLosAlamos• Beta-delayedneutronspectroscopyatCARIBU• EfficiencyandlowenergymeasurementsatUML
Learning with Purpose
56Fe(n,n’)atLANSCE
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with PurposeLearning with Purpose
En > 0.9 MeV
En > 0.0 MeV
100keV slicesonincidentneutronenergy56Fe(n,n’)atLANSCE
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with PurposeLearning with Purpose
100keV slicesonincidentneutronenergy
En > 1.9 MeV
En > 1.0 MeV
56Fe(n,n’)atLANSCEChowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with PurposeLearning with Purpose
100keV slicesonincidentneutronenergy
En > 2.9 MeV
En > 2.0 MeV
56Fe(n,n’)atLANSCEChowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with PurposeLearning with Purpose
100keV slicesonincidentneutronenergy
En > 3.9 MeV
En > 3.0 MeV
56Fe(n,n’)atLANSCEChowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with Purpose
relativecross-sections(expt 1)
presentdata(50-keVslice)witharbitrarynormalizationcomparedwithsimulations/databaseforelasticangulardistributioncross-sections)
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
✴SeeposterbyTristanBrownformoredetails
Learning with Purpose
relativecross-sections
Ramirezetal,PRC95,064605(2017)
Elastic
Inelastic(21+)
~60mb/sratminimum
~60mb/sraverage
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with Purpose
Efficiencyestimates&35Cl(n,p)cross-sections
LANL-ledexperiment(Jan2018)Chowdhury NNSA-SSAP Symposium Feb 21, 2018
ENDF/B-VII.0(2006) ENDF/B-VII.1(2011)
1”
MCNPX
Learning with Purpose
35Cl(n,p)cross-sections
12C(n,n’) 12C(n,n’)
TOFenergyMeasuredenergy
TOFenergy
Measureden
ergy
Proposaltodirectlymeasurethe35Cl(n,p)reactioncrosssectionwiththeLENZarrayofSidetectorsandtheWNRneutronbeam
ExperimentperformedinJanuary2018
Learning with Purpose
b-delayedneutrontrialsatCARIBU
GammabackgroundinCARIBUhall
PRESENT
FUTURE
(CLYCresultsinconclusive,toberepeatedinnewlow-backgroundCARIBUhall)Chowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with Purpose
thefirst3”x3”C7LYC
Active volume Array X 1.7
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with Purpose
thefirst3”x3”C7LYC
3” x 3” C7LYC
1” x 1” C7LYC
3” x 3” C7LYC (blue)
3” x 3” NaI (red)
C7LYC Efficiency 98% of NaIC7LYC FWHM 5.8%
NaI FWHM 7.8% 137Cs
661 keV
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with Purpose
C7LYCtestsatUMassLowell
✦DirectlymeasureC7LYCefficiencyataccelerator✦Mono-energeticneutronsvia7Li(p,n)7Be
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with Purpose
UMassLowellCampus
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
Merrimack River
East Campus South Campus
North Campus
Learning with Purpose
UMassLowellCampus
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with Purpose
RadiationLaboratory:Facilities
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
5.5 MV CN singleendedVan de Graaff
1 MW research reactor
p,d,Heions;100μA DCbeam;sub-nspulsing;mono-energeticpulsedneutrons
via7Li(p,n);fast-neutron
beamlineionmicroprobe;generalpurpose
scatteringchamber
openpool;LEUfuel;3horizontalbeamports;in-coresamplelocation(~1013 n/cm2/s);graphitethermalcolumn(~106 n/cm2/s);digitalneutronradiographyhotcellwithremotemanipulators100kCi 60Cosourceforgammairradiation
Learning with Purpose
C7LYCtestsatUMassLowell
✦DirectlymeasureC7LYCefficiencyataccelerator✦Mono-energeticneutronsvia7Li(p,n)7Be✦Neutronproductionratevia7Beassay(52-dayhalf-life)✦One7Beperneutron,10%b-decaybranch,479-keVg-ray
1” x 1
3”x 3”
In-situ lithium target evaporator
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with Purpose
C7LYCtestsatUML
7Li(p,n)7Be (g.s)
7Li(p,n)7Be*
Neutronspectrumfrom7Li(p,n)7Be
3”x 3”
DE=429keV
Neutronenergy(keV)
En = 2 MeV
En = 1.5 MeV
En = 1 MeV
En = 0.5 MeV
En = 0.25 MeV
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
✴SeeposterbyChrisMorseformoredetails
Learning with Purpose Chowdhury NNSA-SSAP Symposium Feb 21, 2018
CLYC– intrinsicactivity
Martinezetal.,arXiv:1710.02420 [physics.ins-det]
6Li-enriched2”x2”C6LYC
SCANS- 161”x1”C7LYC
3”x3”C7LYC10-hrs
0.4alphas/s
144Nd1.83MeV?
3mBq/kg
Yttrium-Group3LanthanideandActinidecontaminantsDifferentmaterialbatchesdifferentEventualneedtospecifytolerances
Self-activityasinternalcalibration?
clean
?
Learning with Purpose Chowdhury NNSA-SSAP Symposium Apr 13, 2017
machinelearningn-g discrimination
• Interconnectedlayersof“artificialneurons”• n/γ discriminationabinaryclassificationproblem• Tracepresentedtonetworkasinputs,passedthroughasinglehiddenlayerbeforereachingoutputstage
✴SeeposterbyEmeryDoucetformoredetails
Learning with Purpose
A.J. MitchellPost-doc(2013-15)Currently research
fellow ANU, Canberra
Emily JacksonPh.D. 2015
Post-doc NRL (2015-17),
Currently at Andrews AFB
Nathan D’OlympiaPh.D. 2014 Currently
Senior Scientist, Passport Systems
Patrick CoppDOE SCGSR
scholar (2016)
UML PhD Student
Tristan BrownBS 2016
LANL intern(2016)
UML PhD student
Gemma Wilson
Post-doc(2015-17)Currently
post-doc at LSU/ANL
Emery DoucetBS 2016
NEUP scholar (2015)
UML PhD student
Chowdhury NNSA-SSAP Symposium Apr 13, 2017
CLYC-ers:UMassLowellstudents/postdocs
EdwardLamere
Post-doc(to start
Mar 2018)
Chris Morse
Post-doc(2015-18)
Posterpresenters
Learning with Purpose
• LANL(n,n’)proof-of-principleanalysisasuccess• EfficiencyandlowenergyresponseatUMLVandeGraaff• 35Cl(n,p)cross-sectionsatLANLforsimulations• Beta-delayedneutronsatnewCARIBUhall• Intrinsicactivitymeasurements• Machinelearningn-g discrimination• NewDAQimplementedwithonlinediagnostics• Optimizen-g coincidenceswitharray• AuxiliarydetectorcandidateforFRIBdecaystation?
Summary
Chowdhury NNSA-SSAP Symposium Feb 21, 2018
Learning with Purpose
UMassLowellTristanBrown,EmeryDoucet,ChrisMorse,KimLister,GemmaWilson,AndrewRogers,NathanD’Olympia,
AlanMitchell,EmilyJackson,PeterBender
LosAlamosMattDevlin,JaimeGomez,Shea Mosby,RonNelson
SupportedbyU.S.DepartmentofEnergyNNSA-SSAPGrantDE-NA0002932 and
OfficeofScienceGrantDE-FG02-94ER40848
THANKYOU!
Collaborators
Chowdhury NNSA-SSAP Symposium Feb 21, 2018