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Learning with Purpose Learning with Purpose Nuclear Science with a C 7 LYC Array Partha Chowdhury University of Massachusetts Lowell Work supported by U.S. Department of Energy

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Page 1: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

Learning with PurposeLearning with Purpose

NuclearSciencewithaC7LYCArray

ParthaChowdhuryUniversityofMassachusettsLowell

WorksupportedbyU.S.DepartmentofEnergy

Page 2: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 3: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 4: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

Learning with Purpose

56Fe(n,n’)atLANSCE

Chowdhury NNSA-SSAP Symposium Feb 21, 2018

Page 5: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 6: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 7: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 8: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 9: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

Learning with Purpose

relativecross-sections(expt 1)

presentdata(50-keVslice)witharbitrarynormalizationcomparedwithsimulations/databaseforelasticangulardistributioncross-sections)

Chowdhury NNSA-SSAP Symposium Feb 21, 2018

✴SeeposterbyTristanBrownformoredetails

Page 10: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

Learning with Purpose

relativecross-sections

Ramirezetal,PRC95,064605(2017)

Elastic

Inelastic(21+)

~60mb/sratminimum

~60mb/sraverage

Chowdhury NNSA-SSAP Symposium Feb 21, 2018

Page 11: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 12: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

Learning with Purpose

35Cl(n,p)cross-sections

12C(n,n’) 12C(n,n’)

TOFenergyMeasuredenergy

TOFenergy

Measureden

ergy

Proposaltodirectlymeasurethe35Cl(n,p)reactioncrosssectionwiththeLENZarrayofSidetectorsandtheWNRneutronbeam

ExperimentperformedinJanuary2018

Page 13: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

Learning with Purpose

b-delayedneutrontrialsatCARIBU

GammabackgroundinCARIBUhall

PRESENT

FUTURE

(CLYCresultsinconclusive,toberepeatedinnewlow-backgroundCARIBUhall)Chowdhury NNSA-SSAP Symposium Feb 21, 2018

Page 14: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

Learning with Purpose

thefirst3”x3”C7LYC

Active volume Array X 1.7

Chowdhury NNSA-SSAP Symposium Feb 21, 2018

Page 15: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 16: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

Learning with Purpose

C7LYCtestsatUMassLowell

✦DirectlymeasureC7LYCefficiencyataccelerator✦Mono-energeticneutronsvia7Li(p,n)7Be

Chowdhury NNSA-SSAP Symposium Feb 21, 2018

Page 17: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

Learning with Purpose

UMassLowellCampus

Chowdhury NNSA-SSAP Symposium Feb 21, 2018

Merrimack River

East Campus South Campus

North Campus

Page 18: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

Learning with Purpose

UMassLowellCampus

Chowdhury NNSA-SSAP Symposium Feb 21, 2018

Page 19: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 20: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 21: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 22: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

?

Page 23: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

Learning with Purpose Chowdhury NNSA-SSAP Symposium Apr 13, 2017

machinelearningn-g discrimination

• Interconnectedlayersof“artificialneurons”• n/γ discriminationabinaryclassificationproblem• Tracepresentedtonetworkasinputs,passedthroughasinglehiddenlayerbeforereachingoutputstage

✴SeeposterbyEmeryDoucetformoredetails

Page 24: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 25: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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

Page 26: Nuclear Science with a C LYC Array - orau.gov · Learning with Purpose Cs 2 LiYCl 6 (CLYC): novel dual n-g scintillator Chowdhury NNSA-SSAP Symposium Feb 21, 2018 g • Excellent

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