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Physics
Letters
B
www.elsevier.com/locate/physletb
Ground-state
properties
of
4
He
and
16
O
extrapolated
from
lattice
QCD
with
pionless
EFT
L. Contessi
a,b,
A. Lovato
c,
F. Pederiva
a,b,∗
,
A. Roggero
d,
J. Kirscher
e,
U. van Kolck
f,gaPhysicsDepartment,UniversityofTrento,ViaSommarive14,I-38123Trento,Italy
bINFN-TIFPATrentoInstituteofFundamentalPhysicsandApplications,ViaSommarive,14,38123PovoTN,Italy cPhysicsDivision,ArgonneNationalLaboratory,Argonne,IL 60439,USA
dInstituteforNuclearTheory,UniversityofWashington,Seattle,WA98195,USA eDepartmentofPhysics,TheCityCollegeofNewYork,NewYork,NY10031,USA
fInstitutdePhysiqueNucléaire,CNRS/IN2P3,Univ.Paris-Sud,UniversitéParis-Saclay,F-91406Orsay,France gDepartmentofPhysics,UniversityofArizona,Tucson,AZ85721,USA
a
r
t
i
c
l
e
i
n
f
o
a
b
s
t
r
a
c
t
Articlehistory:
Received25January2017
Receivedinrevisedform8May2017 Accepted24July2017
Availableonline26July2017 Editor:W.Haxton
WeextendthepredictionrangeofPionlessEffectiveFieldTheorywithananalysisofthegroundstateof 16Oinleadingorder.Torenormalizethetheory,weuseasinputbothexperimentaldataandlatticeQCD predictionsofnuclearobservables,whichprobethesensitivityofnucleitoincreasedquarkmasses.The nuclearmany-bodySchrödingerequationissolvedwiththeAuxiliaryFieldDiffusionMonteCarlomethod. ForthefirsttimeinanuclearquantumMonteCarlocalculation,alinearoptimizationprocedure,which allowsus todevisean accuratetrial wavefunctionwith alarge numberofvariational parameters,is adopted.The methodyields abinding energyof4Hewhichisingoodagreementwith experimentat physicalpionmassandwithlatticecalculationsatlargerpionmasses.Atleadingorderwedonotfind anyevidenceofa16Ostatewhichisstableagainstbreakupintofour4He,althoughhigher-orderterms couldbind16O.
©2017TheAuthors.PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBYlicense (http://creativecommons.org/licenses/by/4.0/).FundedbySCOAP3.
1. Introduction
Establishinga clearpathleading fromthefundamental theory of strong interactions, namely Quantum Chromodynamics (QCD), to nuclear observables, such as nuclear masses and electroweak transitions,isoneofthemaingoalsofmodernnucleartheory.At present, the most reliable numerical technique to perform QCD calculations is Lattice QCD (LQCD). It combines recent advances in high-performance computing, innovative algorithms, and con-ceptualbreakthroughsinnucleartheorytoproducepredictionsof nucleon–nucleon scattering, and the binding energies and mag-neticmomentsoflight nuclei.However, thereare technical prob-lems,whichhavesofarlimitedtheapplicabilityofLQCDto A
≤
4 baryonsystemsandtoartificiallylarge quarkmasses.Then, LQCD calculationsrequire significantly smaller computational resources to yieldmeaningful signal-to-noise ratios. In thispaper, wecon-sider as examples LQCD data sets comprised of binding
ener-*
Correspondingauthor.E-mailaddress:francesco.pederiva@unitn.it(F. Pederiva).
gies obtained at pion masses of mπ
805 MeV [1] and mπ510 MeV[2].
The link between QCD and the entire nuclear landscape is
a Hamiltonian whose systematic derivation was developed in
the framework of effective field theory (EFT) in the last two decades[3–5].Thisisachievedbyexploitingaseparationbetween “hard” (M)and“soft” ( Q )momentumscales.Theactivedegreesof freedom atsoftscales are hadronswhoseinteractions are consis-tent withQCD.Effective potentialsandcurrents arederived from themostgeneralLagrangianconstrainedby theQCD symmetries,
and employed with standard few- and many-body techniques to
make predictions fornuclear observablesin a systematic expan-sion in Q
/
M. The interaction strengths carry information about thedetailsoftheQCDdynamics,andcanbeobtainedbymatching observablescalculatedinEFTandLQCD.The aimofthiswork is thefirst extension ofthisprogram to therealmofmedium-heavynuclei.ByusingPionlessEFT(EFT(
π
/
)) coupled to the Auxiliary Field Diffusion Monte Carlo (AFDMC) method[6]
we analyze theconnection betweenthegroundstate of16Oanditsnucleonconstituents.Besidephysicaldata,thecon-siderationofhigherquark-massinputallowsustoinvestigatethe
http://dx.doi.org/10.1016/j.physletb.2017.07.048
0370-2693/©2017TheAuthors.PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBYlicense(http://creativecommons.org/licenses/by/4.0/).Fundedby SCOAP3.
sensitivity of 16O stability to the pion mass. The usefulness of
EFT(
π
/
) [3,4] for the analysis of LQCD calculationshas been dis-cussedpreviously[7–9].WhetherEFT(
π
/
) canbe extended to realandlattice nucleiin the medium-mass region is an open question. For physical pion mass, convergence has been demonstrated in leading orders for thelow-energypropertiesofA=
2,
3 systems[10–14]
. Counterin-tuitively,thebindingenergyofthe A=
4 groundstate wasfound ingoodagreementwithexperimentatleadingorder(LO)[15],and eventhe A=
6 groundstatecomesoutreasonablywellatthis or-der[16].Asimilarbindingenergypernucleonfor4He(7 MeV) and16O(8 MeV)suggeststhatEFT(
π
/
) mightconvergeforheav-ier systems. However, the difference in total binding energy be-tweenthetwosystemsisquitelarge.Moreover,many-bodyeffects become stronger, and quantum correlations might substantially changethepicture.Wechose16Oformainlytworeasons:First,
be-causeitisadoublymagicnucleus,therebyreducing thetechnical difficultiesrelatedtothe constructionofwave functionswiththe correctquantumnumbersandsymmetries.Second,itscentral den-sityissufficientlyhightoprobesaturationpropertiesandthereby serveasamodelforevenheaviernuclei.
Inthisfirstcalculation ofan A
>
6 systeminEFT(π
/
) wework atLO.Whiletheerrorofan LOcalculation isrelativelylarge (ex-pectedtobeabout30%),itstillallowsustoexcludeacatastrophic failure ofsaturation inthisEFT.Ourpredictions for4Heand16O useasinputonlythepropertiesofthedeuteron,dineutronand tri-ton,andareconsistentwithrenormalization-groupinvariance.We findthatthegroundstateenergyof16nucleonsis indistinguish-ablefromthefour-4Hethresholdatallvaluesofquarkmassesweconsider.Atphysicalpionmasstheexperimental 16Obinding
en-ergyiswithintheEFTtruncationerror,beingpotentiallyreachable in higherorders. Thus, we can concludethat EFT(
π
/
) has the el-ementsneededfor saturation,andwe provide a baseline against whichthe convergenceof EFT(π
/
) inmedium-mass nucleican be judged infuture higher-order calculations. At thispoint, because of their complexity, strictly perturbative NLO and N2LOcalcula-tionshavebeenlimitedto A
=
2,
3[10–14].UsingLQCDdataasinputenablesthestudyofthenuclearchart asafunctionofthequarkmasses.Weemploythestandardmethod ofdeterminingEFTparameterstheoretically,thatof“matching” ob-servablescalculated inEFT to thesame observablescalculatedin the underlying theory [17,18]. Operationally, fitting EFT parame-terstoLQCDdataisnotdifferentthanfittingthemtoexperimental data.Incontrast,conceptuallyitmeansthattheresultingEFT pre-dictionsare consequencesof QCDitself. When experimentaldata are fitted instead, the corresponding EFT predictions are conse-quences ofany underlying theory that shares the symmetries of QCD.
At present there is no LQCD data for light nuclei at physical quark masses,so inthiscasewe useexperimental dataasinput. Thereisalsonoconsensusabouthowbindingenergies behaveas quark masses increase, with different lattice approaches yielding contradictoryresults.Weusedata
[1,2]
obtainedfromthe identi-ficationofplateausintheimaginary-time evolutionwithina box. Thisidentificationhasbeensubjecttocriticism[19]
.For A=
2,an independentanalysisofthesamedata[1]
yields differentbinding energies [20]. Fordifferentgauge configurations,a methodbased ontheextraction(undercertain assumptions)ofa potentialfinds no bound states [21]. Ourinput should thus be seen as illustra-tive.However,asshownbefore[7,9] andconfirmedhere,the4He bindingenergypredictedbyLOEFT(π
/
) doesagreewiththatfound inRefs. [1,2].Although thelarge errors do not allowa definitive conclusion, this coincidence is suggestive of a consistent plateau identification.ItalsosupportsthevalidityofEFT(π
/
).Inpractice,ourcalculationiscarriedoutasfollows.Inorderto show renormalizability,weusepotentialscharacterizedbycutoffs up to
1.
5 GeV. This introduces non-trivial difficulties in solv-ingtheSchrödingerequationduetotherapidlychangingbehavior ofthewave functions. Tothisaim,we developedan efficient lin-ear optimization scheme to devise high-quality variational wave functions. Those have beenemployed asa starting point for the imaginary-timeprojection ofAFDMCwhichenhancesthe ground-state component of the trial wave function. Finally, to alleviate the sign problem, we have also performed unconstrained prop-agations and studied their convergence pattern. We show that, thankstothesedevelopments,theerrorsfromtheAFDMC calcula-tion arenowmuch smallerthantheuncertaintyoriginatingfrom the EFT(π
/
) truncationandthe LQCD input. The dooris open for higher-ordercalculationswithfuture,morepreciseLQCDinput.Therestofthepaperisorganizedasfollows:inSec.2wewill briefly review the properties of EFT(
π
/
) that are relevant for our discussion; inSec.3themethodologicalaspectofthecalculations willbediscussed;inSec.4wewillpresentanddiscussourresults; andfinallySec.5isdevotedtoconclusions.Anappendixdescribes thewayweestimateerrors.2. Pionless effective field theory
Therelativistic,underlyingtheory,whichpresumablyallowsfor thedescriptionofnucleifromfirstprinciples, isQCD. Low-energy processes in nuclear physics involve small enough momenta to justify the use of a nonrelativistic approach. Consequently, nu-cleonnumberisconservedandnucleardynamicscanbedescribed within nonrelativisticmany-bodytheory,whilethestrongnuclear potentialneedstoincludeonlyparityandtime-reversalconserving operators.Allrelativisticcorrectionsaresub-leading.
In thispaperweare interested inthegroundstatesofnuclei. Thecharacteristicmomentuminatwo-bodyboundstateof bind-ingenergy B2isgivenbythelocationofthepoleoftheS matrix
inthecomplexmomentumplane, Q2
=
√
mNB2,wheremN isthenucleonmass.Toourknowledge,thereisnoconsensus fora def-inition ofananalogouscharacteristicmomentumforlargernuclei bound by BA;asan estimateone canuseageneralization where
eachnucleoncontributesequally,
QA
=
2mN
BA
A
.
(1)For lattice 4He at mπ
=
805 MeV (mπ=
510 MeV), where B4110 MeV [1] (B4
40 MeV [2]) with mN 1600 MeV (mN1300 MeV), thisestimategives Q4/mπ
0.
4(
0.
3)
.Thus, the typ-ical momentum is small in comparison not only with mN, butalsowithmπ ,allowingforadescriptionwherepionexchangesare treatedasunresolvedcontactinteractions.Thecaseislessclear-cut intherealworld,where Q4/mπ
0.
8,butLOresults[15]suggest that Eq.(1)
overestimatesthetypical momentum.Infact, a simi-larinferencecanbemadefromresultsoftheanalogofEFT(π
/
) for4He atomicclusters
[22]
.At physicalmπ ,the bindingenergy perparticlein16Oissimilartothatin4He,soEFT(
π
/
) mightconverge forthisnucleusaswell.With pions integrated out, mπ gives an upper bound on the
breakdown scale M of the EFT. The momentum associated with
nucleon excitationsofmassmR is givenby Eq.(1)withBA
/
A→
mR
−
mN.Forthelightestexcitation,theDeltaisobar,m−
mNde-creasesasmπ increases.Formπ
=
805 MeV,√
2mN(
m−
mN)
be-comes comparabletomπ . Thus,throughouttheconsidered range of pionmasses nucleonresonances can also be treatedas short-rangeeffects,andnucleonsareindeedtheonlyrelevantdegreesof freedom.
Themost generalLagrangian compatiblewiththe symmetries ofQCD consists, atleading orderin 1
/
M, of the nucleon kinetic term,twotwo-nucleoncontactinteractions,andonethree-nucleon contactinteraction. The singularity of these interactions leads to divergencesthatneedtobedealtwithbyregularizationand renor-malization. Here, as in Refs. [7,9], we use a Gaussian regulator thatsuppressestransferredmomentaaboveanultravioletcutoff. ThischoiceensuresthattheLagrangiancanbetransformedintoa Hamiltoniancontaining only local potentials,suitable to be used withinAFDMC.TheHamiltonianincoordinatespacereads[7,9]
HL O
= −
i∇
2 i 2mN+
i<j C1+
C2σ
i·
σ
j e−r2i j2/4+
D0 i<j<k cyc e− r2 ik+r2i j 2/4,
(2)wherethesumsareover,respectively,nucleons,nucleonpairs,and nucleontriplets, and
cyc stands forthecyclicpermutation ofi, j, and k. Dependence on the arbitrary regulator choice is elim-inated by allowing the interaction strengths, orlow-energy con-stants(LECs),C1(),C2()andD0()todependon.
Tosolvethetwo-nucleonsystem,inprincipleoneiterates inter-actionsonlyinthechannelscontaining S-matrixpoleswithinthe convergencerangeofthe theory [23]. Sincetwo nucleons havea boundstateinthe3S1 channelandashallowvirtualstate (which
becomes a bound state as mπ increases [1,2]) in the 1S0
chan-nel,one needs to includetwo interactions atLO andtreat them non-perturbatively.In Eq.
(2)
we chose the operator basis 1 andσ
i·
σ
j, butit can by replaced by any other formequivalentun-der Fierztransformations in SU(2). All thesepossible choicesare equallyconvenientforanAFDMCcalculation.
Whenthethree-bodyproblemissolvedwiththeseinteractions, renormalizabilityrequiresacontactthree-nucleonforceatLO[24]. Asforthetwo-bodyinteractions,thereissomefreedomin choos-ingtheoperatortoincludeintheHamiltonianformulationofthe three-bodyforce. Forsimplicitywe useacentral potential,which makesobvious theWignerspin–isospin symmetry(SU(4)) ofthis force.
Forrenormalization at LO, we ensure that three uncorrelated observablesare
-independent.HerewefollowRef.[9]andchoose theseobservablesasthedeuteronandtritonbindingenergiesand, forphysical (unphysical)pion mass(es) the 1S0 scattering length
(dineutron binding energy). The LECs’ dependence on the cutoff canbefoundinRef.[9].Inparticular,becauseC1
()
C2(),the
LOHamiltonianhasanapproximateSU(4)symmetry.
Interactionswithmorederivativesrepresenthigherorders.For example,atNLO the first two-bodyenergycorrections appearin the form of two-derivative contact interactions [23]. For ground stateselectromagneticinteractionsarealsosub-leading,startingat NLOwiththeCoulombinteraction
[13]
.Sincesub-leading interac-tionsaresuppressedby powersof M,they shouldbe includedas perturbations.Treatingthemnon-perturbatively,liketheLOterms, is problematic as the iteration of sub-leading terms usually de-stroys renormalizability. NLO interactions have been dealt with fullyperturbativelyonlyforA=
2[10,11]andA=
3[12,13].Given thechallengesposedbysuchcalculations,welimitourselvestoLO inthisfirstforayintomedium-massnuclei.Onefeature of the EFT approach is a better understanding of the systematic uncertainties which reduce the accuracy of pre-dicted nuclear observables. Apart from the errors germane to AFDMC, the EFT at LO is expected to be affected by systematic, relativeerrorsof
O(
QA/
M,
QA/)
plus“measurement”uncertain-tiesintheLECs.
Forobservablesthat werenot usedasinput, regularization in-troduces an error proportional to the inverse of the cutoff. For example,differentFierz-reorderedformsofthepotentialonlygive thesame resultsforlargecutoffs.In ordertominimize the regu-larizationerror,wefitfinite-cutoffresultswith
O
=
O+
C
0+
C
12
+ · · · ,
(3)where O is the observable at
→ ∞
, while the parametersC0,
C1,
. . .
, are specific for each observable. The numberof pow-ers ofneeded to perform a meaningful extrapolation is not knownapriori.Thestandardprescriptionconsistsintruncatingthe expansionwhenaddingadditionalpowersof1
/
nolonger influ-ences O . Ina renormalizable theory,observablesconvergein the→ ∞
limit to a value that must not be confused witha pre-cise physical result. Observables are unavoidably plagued by the truncation error, which cannot be reduced without a next-order calculation.ThetruncationofanaturalEFTexpansionatordern allowsfor aresidualerrorproportionalto
(
Q/
M)
n+1,wheretheconstantof proportionalitydependsonthespecificobservable.Truncation er-rors are more difficult to assess here because the scales M and QA are not well known. Assuming M∼
mπ and QA∼
Q3,4, asgiven inEq. (1),one estimates QA
/
M∼
1/
3 forphysical quarks.Analternativethatdoesnotrelyonanestimate forQA uses
cut-offvariation toplace alower bound onthe truncationerror.The residual cutoff dependence cannot be distinguished from higher-order contributions. Assuming that for theobservable ofinterest the leading missing power of 1
/
M is the same as the leading powerof1/
,varyingfromM to muchlargervaluesgivesan estimateofthetruncationerror.Foranothertechniquetoestimate theEFTtruncationerror,seeforexampleRef.[25].
Finally, experimental and numerical LQCD uncertainties are transcribedthroughtherenormalizationoftheLECs.Whilethisis notanimportantissueforthephysicaldata,LQCD“measurements” carryasignificantuncertaintywhichcoulddramaticallyaffectEFT predictions.Estimatingtheireffectswouldrequireahuge compu-tational effort, as the calculation would have to be repeated for various combinations of the extreme values the LECs can take. Since the pertinent errors [1,2] are comparable to the LO trun-cationerror,thiseffortisnotyetjustified.Wewilllimitourselves to show that the Monte Carlo errors discussed in the next sec-tionhavereachedapointwheretheyarenotanobstacletofuture higher-order calculations. At that point, a more detailed analysis of the propagation of “measurement” errors at unphysical pion masseswillberequired.
3. Monte Carlo method
Quantum Monte Carlo (QMC) methods allow for solving the
time-independent Schrödinger equation of a many-body system, providing an accurate estimate ofthe statisticalerror ofthe cal-culation.Forlightnuclei,QMCand,inparticular,Green’sFunction
Monte Carlo (GFMC) methods have been successfully exploited
to carry out calculations of nuclear properties, based on realis-ticHamiltoniansincludingtwo- andthree-nucleonpotentials,and consistentone- andtwo-bodymeson-exchangecurrents
[26]
.Because the GFMC method involves a sum over spin and
isospin, its computational requirements grow exponentially with thenumberofparticles.OverthepasttwodecadesAFDMC
[6]
has emergedasamoreefficientalgorithmfordealing withlarger nu-clearsystems[27]
,butonlyforsomewhat simplifiedinteractions. WithinAFDMC,thespin–isospindegreesoffreedomaredescribed bysingle-particlespinors,theamplitudesofwhicharesampled us-ingMonteCarlotechniques,andthecoordinate-spacediffusioninGFMCisextendedtoincludediffusioninspinandisospinspaces. BothGFMCandAFDMChavenodifficultiesinusingrealistic two-and three-body forces; the interactions are not required to be softandhencecangeneratewavefunctionswithhigh-momentum components.Thisisparticularlyrelevanttoanalyzethecutoff de-pendenceofobservables, asrelativelylargevaluesfor
aretobe consideredinordertoconfirmrenormalizability.
QMCmethodsemployanimaginary-time(
τ
)propagationin or-dertoextractthelowestmany-bodystate0
froma giveninitial trialwavefunctionT:
|
0=
limτ→∞e−(
H−ET)τ
|
T
.
(4)In the above equation ET is a parameter that controls the
nor-malizationofthewave function andH is theHamiltonianofthe system. In order to efficiently deal with spin–isospin dependent Hamiltonians,theHubbard–Stratonovichtransformationisapplied tothequadraticspinandisospinoperatorsenteringthe imaginary-timepropagatortomakethemlinear.Asaconsequence,the com-putationalcost of the calculation isreduced fromexponential to polynomial in the numberof particles, allowing forthe study of many-nucleonsystems.
Thestandard formofthewave functionused inQMC calcula-tionsoflightnucleireads
X
|
T=
X|
i<j<k Ui jk
i<j Fi j
| ,
(5)whereX
= {
x1. . .
xA}
andthegeneralizedcoordinatexi= {
ri,
σ
i,
τ
i}
representstheposition,spin,andisospinvariables ofthei-th nu-cleon. The long-rangebehavior ofthewave function is described bytheSlaterdeterminant
X
| = A{φ
α1(
x1), . . . , φ
αA(
xA)
} .
(6)Thesymbol
A
denotestheantisymmetrizationoperatorandα
de-notes thequantum numbers of the single-particle orbitals, given byφ
α(
x)
=
Rnl(
r)
Yz(
ˆ
r)
χ
ssz(σ
)
χ
τ τz(τ
) ,
(7)where Rnl
(
r)
is the radial function, Yz(
ˆ
r)
is the sphericalhar-monic,and
χ
ssz(
σ
)
andχ
τ τz(
τ
)
arethecomplexspinorsdescribingthespinandisospinofthesingle-particlestate.
In both the GFMC and the latest AFDMC calculations spin– isospin dependent correlations Fi j and Ui jk are usually adopted.
However, theseare notnecessary forthiswork. Infact, the two-body LO pionless nuclear potential considered in this work does notcontaintensororspin-orbitoperators.Inaddition,theLEC pro-portional to the spin-dependent component of the interaction is muchsmallerthantheoneofthecentralchannel,C2
C1.Finally,Fierztransformationsallowustoconsiderthepurelycentral three-bodyforceinEq.
(2)
.Asaconsequence,wecanlimit ourselvesto spin–isospinindependenttwo- andthree-bodycorrelationsonly,Fi j
=
f(
ri j) ,
(8) Ui jk=
1−
cyc u(
ri j)
u(
rjk)
+
u(
ri j)
u(
rik)
+
u(
rik)
u(
rjk)
,
(9)where f
(
r)
andu(
r)
arefunctionsoftheradiusonly.Theradialfunctionsoftheorbitalsaswellasthoseenteringthe two- andthree-bodyJastrowcorrelationsaredetermined minimiz-ingtheground-stateexpectationvalueoftheHamiltonian,
EV
=
T
|
H
|
TT
|
T.
(10)In standard nuclear Variational Monte Carlo (VMC) and GFMC
calculations the minimization is usually done adopting a “hand-waving”procedure, whileinmore recentAFDMCcalculationsthe stochastic reconfiguration (SR)method [28] hasbeen adopted.In bothcasesthenumberofvariationalparametersisreducedbyfirst minimizing the two-body cluster contribution to the energy per particle, asdescribed in Refs. [29,30].In thiswork we adopt, for thefirsttimeinanuclearQMCcalculation,themoreadvanced lin-earmethod (LM)[31],whichallows ustodealwithamuchlarger numberofvariationalparameters.
Withinthe LM,ateach optimizationstep we expandthe nor-malizedtrialwavefunction
| ¯
T(
p)
=
|
T(
p)
√
T
(
p)
|
T(
p)
(11)
atfirstorderaroundthecurrentsetofvariationalparameters
p
0=
{
p0 1,
. . . ,
p0Np}
,| ¯
lin T(
p)
= | ¯
T(
p0)
+
Np i=1pi
| ¯
iT(
p0)
.
(12)Byimposing
T
(
p0)
| ¯
T(
p0)
=
1,weensurethat| ¯
i T(
p0)
=
∂
| ¯
T(
p)
∂
pi p=p0= |
i T(
p0)
−
S0i|
T(
p0)
(13)are orthogonal to
|
T(
p0)
. In the last equation we haveintro-duced
|
i T(
p0)
=
∂
|
T(
p)
∂
pi p=p0 (14)forthefirstderivative withrespecttothei-thparameter,andthe overlapmatrixisdefinedby S0i
=
T(
p0)
|
Ti(
p0)
.Theexpecta-tionvalueoftheenergyonthelinearwavefunctionisdefinedas
Elin
(
p)
≡
¯
lin T(
p)
|
H| ¯
Tlin(
p)
¯
lin T(
p)
| ¯
linT(
p)
.
(15)The variation
p of
¯
the parameters that minimizes the energy,∇
pElin(p)
=
0,correspondstothelowesteigenvaluesolutionofthe generalizedeigenvalueequation¯
H
p
=
ES¯
p
,
(16)where H and
¯
S are¯
the Hamiltonian and overlap matrices in the(
Np+
1)
-dimensionalbasisdefinedby{| ¯
T(
p0)
,
| ¯
1T(
p0)
,
. . . ,
| ¯
NpT
(
p0)
}
.The authorsofRef. [32]haveshownthat writingtheexpectation values of these matrix elements in terms of covari-ances allows ustokeep their statisticalerror undercontrol even whentheyareestimatedoverarelativelysmallMonteCarlo sam-ple.However,sinceinAFDMCthederivativesofthewavefunction with respect to the orbital variational parameters are in general complex, we generalized the expressions for the estimators re-portedintheappendixofRef.[32].
For a finite sample size the matrix H can
¯
be ill-conditioned, spoiling therefore the numerical inversion needed to solve the eigenvalue problem. A practical procedure to stabilize the algo-rithmistoaddasmallpositiveconstanttothediagonalmatrix elements of H except
¯
forthefirst one, H¯
i j→ ¯
Hi j+
(
1− δ
i0)δ
i j.This procedure reduces the length of
p and
¯
rotates it towards thesteepest-descentdirection.It has to be noted that ifthe wave function dependslinearly upon the variationalparameters, the algorithm convergesin just one iteration. However, in our case strong nonlinearities in the
variationalparameters make, in some instances,
| ¯
linT
(
p)
signifi-cantlydifferentfrom
| ¯
T(
p0+
p)
.AccountingforthequadratictermintheexpansionasintheNewtonmethod[33,32]would al-leviatetheproblem,attheexpenseofhavingtoestimatealsothe Hessianof the wave function withrespect to the variational pa-rameters. An alternative strategy consists in taking advantage of the arbitrariness of the wave-function normalization to improve ontheconvergenceby asuitable rescalingoftheparameter vari-ation[32,31]. Wefound that thisprocedure was notsufficient to guaranteethestabilityoftheminimizationprocedure.Forthis rea-sonwehaveimplementedthefollowingheuristicprocedure.Fora givenvalue of
, Eq.(16)is solved. Ifthe linear variation ofthe wavefunctionfor
p
=
p0+
p is small,| ¯
lin T(
p)
|
2| ¯
T(
p0)
|
2=
1+
Np i,j=1¯
Si jpi
pj
≤ δ ,
(17)ashortcorrelatedrunisperformedinwhichtheenergy expecta-tionvalue
E
(
p)
≡
¯
T(
p)
|
H| ¯
T(
p)
¯
T(
p)
| ¯
T(
p)
(18)
isestimatedalongwiththefullvariationofthewavefunctionfor a set ofpossible values of
(in our case
≈
100 values are con-sidered).Theoptimalischosensoastominimize E
(
p¯
)
provided that| ¯
T(
p¯
)
|
2| ¯
T(
p0)
|
2≤ δ .
(19)Note that, at variance withthe previous expression, here in the numeratorwehavethefullwavefunctioninsteadofitslinearized approximation.Inthe(rare)caseswherenoacceptablevalueof
isfound due to possibly large statisticalfluctuationsin the VMC estimators, we perform an additional run adopting the previous parametersetandanewoptimizationisattempted.Inour experi-ence,thisprocedureprovedextremelyrobust.
Thechiefadvantageoftheadditionalconstraintisthatit sup-pressesthe potential instabilitiescausedby the nonlinear depen-denceofthe wave function on thevariational parameters. When using the “standard” version of the LM, there were instances in which,despitethevariationofthelinearwavefunctionbeingwell belowthethresholdofEq.(17),thefull wave functionfluctuated significantly more, preventing the convergence of the minimiza-tionalgorithm.As forthewave-functionvariation,we found that choosing
δ
=
0.
2 guaranteesafastandstableconvergence.Thetwo-bodyJastrow correlation f
(
ri j)
iswritten intermsofcubicsplines, characterized bya smooth firstderivative and con-tinuoussecond derivative. The adjustableparameters to be opti-mizedare the “knots” ofthespline, whichare simply thevalues of the Jastrow function at the grid points, and the value of the firstderivative atri j
=
0.Analogousparametrizations areadoptedforu
(
ri j)
and Rn(
ri)
.Inthe4Hecaseweusedsixvariationalpa-rametersfor f
(
r)
,u(
r)
,andfortheradialorbitalfunctions Rn(
r)
. Thisallowed enough flexibility for the variationalenergies to be veryclosetotheoneobtainedperformingtheimaginary-time dif-fusion forall values of the cutoff andof the pion mass. On the otherhand,toallowforanemergingclusterstructure,forthe16O wavefunctionweused30parametersforthetwo- andthree-body Jastrowcorrelationsand15parametersforeachoftheRn(
r)
.The LM exhibits a much faster convergence pattern than the SR, previouslyused inAFDMC.In Fig. 1,we show the4He
varia-tionalenergyobtainedforphysicalpionmassand
=
4 fm−1asafunctionofthenumberofoptimizationstepsforbothSRandLM. WhiletheLM takesonly
15 stepsto converge,the SRismuchFig. 1. (Coloronline)Convergencepatternofthe4Hevariationalenergyatphysical pionmassand=4 fm−1asafunctionofthenumberofoptimizationstepsfor theLMmethod(blacksquares)andtheSR(bluecircles).Forcomparison,thered lineindicatestheAFDMCresult.
Table 1
4Heenergyfordifferentvaluesofthepionmassm
π andthecutoff,comparedto
experimentandLQCDcalculations[1,2].Seemaintextandappendixfordetailson errorsandextrapolations.
mπ=140 MeV mπ=510 MeV mπ=805 MeV
2 fm−1 −23 .17±0.02 −31.15±0.02 −88.09±0.01 4 fm−1 −23.63±0.03 −34.88±0.03 −91.40±0.03 6 fm−1 −25.06±0.02 −36.89±0.02 −96.97±0.01 8 fm−1 −26.04±0.05 −37.65±0.03 −101.72±0.03 → ∞ −30±±02 (stat).3 (sys) −39 ±1 (sys) ±2 (stat) −124 ±3 (sys) ±1 (stat) Exp. −28.30 – – LQCD – −43.0±14.4 −107.0±24.2
slower;after 50steps theenergyis still muchabove the asymp-toticlimit.Wehaveobservedanalogousbehavior forother values ofthecutoffandthepionmass.Inthe16Ocase,theimprovement oftheLMwithrespecttotheSRisevenmoredramaticduetothe clustering ofthewave function,whichwill bediscussedin detail inthefollowing.
4. Results
WithLOEFT(
π
/
) LECsdeterminedfromexperimentorLQCD cal-culations, predictions can be made with AFDMC for the binding energiesof4Heand16O.In Table 1 we report results of 4He energies for all the
val-uesofthecutoffandofthepionmassweconsidered.Despitethe differentparametrizationofthevariationalwavefunctions,the re-sultsare invery goodagreement withthosereportedin Ref.[7], where a simplified version of the variational wave function was usedbecause theLMhadnot beenintroducedyet.Formost cut-offvalues,ourresultsalsoagreewiththoseofRef.[9],whichwere obtainedwiththeResonating-GroupandHyperspherical-Harmonic methods. For
≤
6 fm−1, the QMC results differ by less than 0.1 MeV from Ref. [9], while for=
8 fm−1 the QMC method binds4He moredeeplybymorethan1 MeV.Inconsequence,the extrapolatedasymptoticvaluesdiffer. Ourresultsdisplay abetter convergencepatternwiththecutoff.Atthephysicalpionmassand with the same input observables, our highest-cutoff result is in goodagreementwiththehighest-cutoffresult(cutoffvaluesinthe range8–10 fm−1,butadifferentregulatorfunction)ofRef.[15].We found that an expansion ofthe type (3)up to 1
/
2 suf-ficestoextrapolatethe4Heenergiesformπ=
140 MeV,sincethe addition of a cubic term changes neither the extrapolated value nor the best-fit coefficients. For unphysical pion masses, theus-ageofthesmallestcutoffisquestionablebecause
=
2 fm−1 cutsoffmomentummodesbelowthe pionmass.Wethus extrapolate
the values appearing in the tables with the quadratic expansion inEq.(3) butwithoutthe resultat
=
2 fm−1. Inall cases,weperformfitswithandwithoutthe
=
2 fm−1 resultstoestimatethesystematicextrapolationerror.Theprocedureadopted forthe systematic andstatistical errors quoted throughout thispaper is detailedintheappendix.
Ithastoberemarkedthatthiscutoffsensitivitystudydoesnot account for the EFT truncation error. Using cutoff variation from cutoff values somewhat larger than the pion mass, for example from
=
2 fm−1,4 fm−1,and6 fm−1 formπ=
140,
510,
and 805 MeV, we mightestimate the error as±
7,±
4,and±
30, re-spectively.Exceptfortheintermediatepionmass,thisisconsistent with the rougher dimensional-analysis estimate QA/
M∼
0.
3. Inanycase,weexpectthetruncationerrortodominateoverthe sta-tisticalandextrapolationerrors.
Giventheconvergenceofthe4Hebindingenergywith
increas-ingcutoff,we confirmthat, forboth physical
[15]
andunphysical[7,9] pion masses, LO EFT(
π
/
) is renormalized correctly without the needfor a four-nucleon interaction.In the physicalcase, the binding energy isunderestimated forall values of the cutoff we considered, but the extrapolated value is in agreement with ex-perimentevenifweneglectthetruncationerror.Ofcoursewhen the latter is taken into account we must conclude that such a good agreement is somewhat fortuitous. We expect NLO correc-tions, includingCoulomb andtwo-nucleoneffective-range correc-tions,tochangetheresultbya fewMeV.Formπ=
510 MeVandmπ
=
805 MeV, our results reproduce LQCD predictions (whereCoulombisabsent)withinthemeasurementerrorovertheentire cutoffrange.AspointedoutinRefs.[7,9],thisisanon-trivial con-sistencycheck:ifeitherLQCDdataorEFT(
π
/
) weretoowrong,one wouldexpectnosuchagreement.However,LQCDuncertaintiesare toolargeatthispointforustodrawaverystrongconclusion.It is interesting to study the cutoff dependence of the root-mean-square (rms) point-nucleon radius
√
rpt2 and the single-nucleon point density
ρ
pt(r)
. These quantities are related to the chargedensity,whichcanbeextractedfromelectron–nucleus scat-teringdata,butarenotobservablethemselves:few-bodycurrents and single-nucleon electromagnetic form factors have to be ac-countedfor.Still,onecangainsomeinsightintothefeaturesofthe ground-statewavefunctionbycomparingresultsatdifferentpion massesandcutoffs.Sinceneither√
r2
pt
norρ
pt(r)
commutewiththe Hamiltonian, the desired expectation values on the
ground-state wave function are computed by means of “mixed” matrix
elements
0
|O|
0≈
2T
|O|
0−
T|O|
T.
(20)Intheaboveequation
|
0istheimaginary-timeevolvedstate ofEq. (4), while
|
T is the trial wave function constructed as inEq.(5).
Theresults forthepoint-proton radiusof 4He arereported in Table 2. (Since Coulomb is absent in our calculation, the point-nucleonandpoint-protonradiiarethesame.)Inthephysicalcase, thecalculatedradius ismuchsmaller thantheempirical value— thatis,thevalueextractedfromtheexperimentaldataofRef.[34]
accounting for the nucleon size, but neglecting meson-exchange currents.Asimilar result,
√
r2pt
≈
1 fmwas obtainedby the au-thorsofRef.[35]usingalocalformofachiralinteraction.NLOand N2LOpotentialsinachiralexpansionbasedonnaivedimensionalanalysis[3–5] bring theory intomuch closeragreementwiththe empiricalvalue.Hence,sub-leadingtermsintheEFT(
π
/
) expansion couldplay arelevantrole, atleastforphysicalvaluesofthepion mass.Table 2
4Hepoint-protonradiusfordifferentvaluesofthepionmassm
π andthecutoff,
comparedtotheempiricalvalueextractedfromRef.[34]accountingforthefinite nucleonsize.Seemaintextandappendixfordetailsonerrorsandextrapolations.
mπ=140 MeV mπ=510 MeV mπ=805 MeV
2 fm−1 1.374±0.004 1.482±0.003 0.898±0.001 4 fm−1 1.203±0.004 1.133±0.003 0.699±0.001 6 fm−1 1 .109±0.003 1.035±0.002 0.609±0.001 8 fm−1 1 .054±0.003 0.976±0.001 0.542±0.001 → ∞ 0.9±±00..008 (sys)2 (stat) 0.8±±00..04 (sys)1 (stat) 0.25±±00..05 (sys)06 (stat)
“Exp.” 1.45 – –
Fig. 2. (Coloronline)4Hesingle-nucleonpointdensityform
π=140 MeV(upper
panel),mπ=510 MeV(middlepanel),andmπ=805 MeV(lowerpanel),at
differ-entvaluesofthecutoff.
Forunphysicallylarge pionmasses, whereEFT(
π
/
) issupposed toexhibit afasterconvergence,thepoint-protonradiusissmaller thanatmπ=
140 MeV.Thevalueobtainedformπ=
510 MeV in-dicates aspatial extent similar to thephysical one,while 4He atmπ
=
805 MeV,incomparison,seemstobeamuchmorecompact object. Thisisconsistent withthe behaviorof thesingle-nucleon point density,ρ
pt, displayed in Fig. 2. For all cutoff values, thedensity corresponding tomπ
=
805 MeV isappreciably narrowerthanthat computedformπ
=
510 MeVormπ=
140 MeV.Focus-ing on
=
8 fm−1,ρ
pt has a maximumvalue of 11
.
0 fm−3 forTable 3
16Oenergyfordifferentvaluesofthepionmassm
π andthecutoff,compared
withexperiment.(NoLQCDdataexistforthisnucleus.)Seemaintextandappendix fordetailsonerrorsandextrapolations.
mπ=140 MeV mπ=510 MeV mπ=805 MeV
2 fm−1 −97.19±0.06 −116.59±0.08 −350.69±0.05 4 fm−1 −92.23±0.14 −137.15±0.15 −362.92±0.07 6 fm−1 −97 .51±0.14 −143.84±0.17 −382.17±0.25 8 fm−1 −100 .97±0.20 −146.37±0.27 −402.24±0.39 → ∞ −115±±1 (sys)8 (stat) −151±±2 (sys)10 (stat) −504±±20 (sys)12 (stat)
Exp. −127.62 – –
cases the maximum values are 2
.
1 fm−3 and 2.
2 fm−3, respec-tively.The similarity between 4He ground-state properties at mπ
=
510 MeVandthose at thephysical pionmass exists despite dif-ferencesinthestructureoflightersystems.Ifconfirmedforother propertiesof4He andheaviernuclei,thissemblancewouldmeanthatsimulationsatintermediatepionmassescouldprovideuseful insightsintothephysicalworldwhilesavingsubstantial computa-tionalresources.
InTable 3 the 16Oground-state energies are reported forthe same pion-mass and cutoff values considered for 4He. A
strik-ing feature is that 16O is not stable against breakup into four 4He clusters in almost all the cases, the only exception
occur-ringfor mπ
=
140 MeVand=
2 fm−1, where16Ois 4.
5 MeVmorebound thanfour4Henuclei.Intheother caseswe missthe four-4Hethresholdbyabout5 MeV,whichisbeyondour
statisti-calerrorsandrevealsalowerboundonthesystematicerrorofour
QMCmethod.
Even considering only statistical and extrapolation errors the asymptotic values of the 16O energy cannot be separated from the four-4He threshold. The proximity of the threshold suggests
thatthestructure ofour 16Oshouldbe clustered.Indeed,despite no explicit clustering being enforced in the trial wave function, thehighlyefficientoptimizationprocedurearrangesthetwo- and three-bodyJastrowcorrelations,aswellastheorbital radial func-tions, in such a way as to favor configurations characterized by fourindependent4Heclusters.
The single-proton density profiles displayed in Fig. 3 indicate thatonlyfor
=
2 fm−1withmπ=
140 MeVandmπ=
510 MeVare the nucleons distributed according to the classic picture of a bound wave function. For all the other combinations of pion massesandcutoffs,nucleonsare pushedaway fromthecenterof the nucleus, which is basically empty — the density at the ori-gin isa minuscule fractionofthe peak —until
2 fmfromthe centerof mass. The erratic behavior of the peak position of the densityprofilesasafunctionofthecutoffhastobeascribedtothe factthattherelativepositionofthefour4Heclustersispractically unaffectedby thecutoffvalue.Infact,oncetheclustersare suffi-cientlyapart,alandscapeofdegenerateminimainthevariational energyemerges.Hence, thesingle-proton densities correspondto wavefunctionsthat,despitepotentiallysignificantlydifferent,lead toalmost identicalvariational energies. In contrast,the widthof thepeaksdecreaseswithincreasingcutoffinstepwiththe shrink-ingoftheindividual4HeclustersreportedinTable 2
.The analysisof the proton densities alone doesnot suffice to support the claim of clustering. Another indication of clusteriza-tioncomesfromcomparingtheexpectationvaluesofthenuclear potentialsevaluatedin thegroundstatesof16Oand4He.For
in-stance,in themπ
=
140 MeV and=
8 fm−1 caseit turns out thattheexpectationvaluesofthe16Otwo- andthree-body poten-tials are 4.
05 and 4.
16 times larger than the corresponding values for 4He. The same pattern is observed for all the com-binations of pion mass and cutoff, except for=
2 fm−1 withFig. 3. (Coloronline)16Osingle-nucleonpointdensityform
π=140 MeV(upper
panel),mπ=510 MeV(middlepanel),andmπ=805 MeV(lowerpanel),at
differ-entvaluesofthecutoff.
mπ
=
140 MeVandmπ=
510 MeV.Inparticular,for=
2 fm−1 andmπ=
140 MeV,theexpectationvaluesofthetwo- and three-bodypotentialsin16Oare4
.
65 and6
.
14 timeslargerthanin 4He.Thisdifferenceisaconsequenceofthefactthat thenumberofinteractingpairsandtripletsislargerwhenclusterizationdoes nottakeplace.
To better visualize the clusterization of the wave function, in
Fig. 4wedisplaythepositionofthenucleonsfollowingthe prop-agation of a single walker for 5000 imaginary-time steps, corre-sponding to
τ
=
0.
125 MeV−1, printed every 10 steps. In the upperpanel,concerningmπ=
140 MeVand=
2 fm−1,nucleonsare not organized in clusters. In fact, during the imaginary-time propagation they diffuse in the region in which the correspond-ingsingle-nucleon densityof
Fig. 3
doesnotvanish.Acompletely different scenario takesplace at the samepion mass when=
8 fm−1:the nucleonsformingthe four4He clustersremainclose
tothecorrespondingcentersofmassduringtheentire imaginary-timepropagation. Thisisclearevidenceofclustering.Ithastobe notedthattherelativepositionofthefourclustersisnot a tetra-hedron. To prove this, for each configuration we computed the moment-of-inertiamatrixasinRef. [36].Ifthe4He clusterswere
positioned attheverticesofatetrahedron, diagonalizationwould yield only two independent eigenvalues. Instead,we found three distinct eigenvalues, corresponding to an ellipsoid — yet another indication oftheabsence ofinteractionsamongnucleons belong-ingtodifferent4Heclusters.
Fig. 4. (Coloronline)Imaginary-timediffusionwithtimestepτ=0.125 MeV−1of asinglewalkerformπ=140 MeV,at=2 fm−1(upperpanel)and=8 fm−1
(lowerpanel).
The non-clustered states at
=
2 fm−1 for mπ=
510 MeVandmπ
=
140 MeVdeservefurthercomment. Thestate atmπ=
510 MeVstandsincontrasttotheotherstatesfoundabove thresh-old whose structure is clustered. We interpret thisas an artifact ofthe numerical method,since a perfect optimizationprocedure shouldhaveproducedaclusteredstructureresemblingthe lower-energystate withfour free 4He. While there is nosignal of16O
stabilityabovethephysicalpionmass,thestateatmπ
=
140 MeV is certainly stable at the lowest cutoff, that is, when the inter-action has the longest range.On this basis, one might speculate that atsome pionmassabove thephysicalone a transitionfrom a non-clustered to a clustered state is expected. However, such a conclusion cannot be drawn until higher-order calculations in EFT(π
/
) —whichwillcapturefinereffectsfrompionexchangesuch asthetensorforceatN2LO—areavailable.The smaller relative size of the model space leads to more modestsignsofcutoffconvergencefor16Othan4He,whichare re-flectedinlargerextrapolationerrors,especiallyatmπ
=
805 MeV. Atphysical pionmass,the centralvalue of theextrapolatedtotal energyisonly 10% offexperiment, whichcan be bridged by sta-tisticalandextrapolationerrors.Thisdifferenceissmallcompared totheexpectedtruncationerror,∼
30%.Ifthereisalow-lying res-onantor virtual state of4He nucleiat LOinEFT(π
/
) —note thatouranalysis doesneither preclude noridentify such a state —it ispossiblethat the(perturbative) inclusionofhigher-orderterms uptoN2LOwillmovethe16Oenergysufficientlyforstabilitywith respecttofour4Heclusters.
Forunphysicalpionmass,ourresultscanbeseenasan exten-sionofLQCDtomedium-massnuclei,withnofurtherassumptions abouttheQCDdynamics.Inthiscase,adeterminationofthe
rela-tivepositionofthefour-4Hethresholdwouldfurtherrequiremuch
increasedaccuracyinthe A
=
2,
3 LQCDdatathatweuseasinput.5. Conclusions
Thispaperrepresentsthefirstapplicationofthe effective-field-theory formalism, as developed forsmall nuclei without explicit pions,to arelativelyheavy object,16O. Weemployedcontact po-tentials whichrepresentthe leadingorderofa systematic expan-sionofQCD.Thisenabledustoanalyzephysicalnucleonsaswell assimulatedscenarioswithincreasedquarkmasses.
Toovercome thepeculiarchallengesassociated withthe
solu-tion of the Schrödinger equation, we have improved AFDMC by
introducing a new optimizationprotocolof the many-bodywave functiontobeemployedinthevariationalstageofthecalculation. Theschemewe proposeisanextensionofthelinearmethodand providesamuchfasterconvergenceinparameterspacecompared to stochastic reconfiguration, previously adopted in nuclear QMC calculations.Suchaccuratetrialwavefunctionisthestartingpoint ofthe imaginary-timeprojection inAFDMC,which filtersout the “exact” groundstateoftheHamiltonian. Thisalgorithmwas used topredictnotonlyground-stateenergies,butalsoradii,densities, andparticledistributions.
Ourresultsforthe 4He bindingenergyare inagreementwith previous findings, including the renormalizability of the four-nucleon system in EFT(
π
/
) withouta LO four-body force. In par-ticular, atphysicalpion massthe energyagrees withexperiment within theoretical uncertainties. Moreover, the calculated point-nucleon radii and single-particle densities reveal a 4He structureatmπ
=
510 MeVsimilartothatatphysicalpionmass.Withthis successfulbenchmark,we extended thecalculations to16O,obtainingextrapolatedvaluesforthe16Oenergyatallpion masses which are indistinguishable fromthe respective four-4He
threshold, even considering only the smaller statistical and ex-trapolation errors. Infact, foralmost all cutoffs and pionmasses we considered,16Oisunstablewithrespecttobreak-upintofour 4He nuclei. Our calculation of the 16O energy is the first time
LQCD dataare extendedto themedium-mass regionina model-independentway.1
Interestingly, mπ
=
140 MeVand=
2 fm−1 isthe onlypa-rametersetwhichyieldsastable16O.Thissuggeststhatthe long-rangestructureoftheinteractionisdeficientatlargercutoffvalues and might have to be corrected, e.g. via one-pion exchange, to guaranteethebindingofheaviernucleiatLO.Alternatively,within a pionless framework, higher-order terms could act as perturba-tionstomove16Owithrespecttothefour-4Hethreshold.At
phys-ical pionmass thecentral value ofthe totalenergy isjustabout 10% offexperiment. This is only slightlylarger than the statisti-calandextrapolationerrors,andwellwithinthe
∼
30% truncation error estimate.We cannot exclude thepossibility that agreement withdatawillimprovewithorder.Acomprehensivestudyofthe various subsystemsof 16O—forexample,12C, 8Be,and4He–4He scattering—could determine whetheraresonant orvirtual shal-low state atLO is transformed intoa bound state by subleading interactions, thus elucidating the relation between clusterization andQCD.Note that the tensor force does not appear to be indispens-able for the deuteron or other light nuclei to be bound, or for
1 Asthis manuscriptwas being concluded,acalculationofdoubly magic nu-clei appeared[37], whereatwo-bodypotentialmodelobtainedfromLQCDdata at mπ=469 MeVwassolved withtheSelf-ConsistentGreen’sFunction method.
Thewidelydifferentinputdataandmethodtranslateintomuchsmaller4Heand 16Oenergiesthanourresults.Noclearsignisfoundfora16Ostatebelowthe4He threshold.
16O to be stable against the breakup into four 4He nuclei. For
instance, the Argonne v4 interaction [38], which does not con-tain tensorterms,yields energies of
−
32.
83±
0.
05 MeVfor 4Heand
−
180.
1±
0.
4 MeV for 16O[39]. In EFT(π
/
) the tensor forceis only an N2LO (typically 10%) effect, which is small for the
deuteron[10].Atlargepionmassesthetensorcomponentshould remainperturbative.Beforeincludingatensortermweneedto ac-countforNLOterms,whichcouldplayaroleinthestabilityof16O.
Oneof the goals ofcalculating 16OinEFT(
π
/
) is to assesswhichfeaturesofthenuclearinteractionareessentialforadescriptionof nuclei,andwhichcanbeconsideredsmalleffects.
In order to better appreciate the cluster nature of our solu-tionfor16O, wehave studiedthe radialnucleon densityandthe
sampled probability density for the nucleons. In both cases the occurrenceof clusterizationis evident. From our resultsit is not possibleto infer anysignificant correlation between the clusters, whichoncemoreconfirmstheextremelyweakinteractionamong themwithinEFT(
π
/
).We wouldlike topointout thatlocalization was not imposed in the wave function used to project out the ground state; rather, it spontaneously arises from the optimiza-tionprocedure(despitethecorrelationsbeingfullytranslationally invariant) andit is preserved by the subsequent imaginary-time projection.Current QMC (AFDMC)results have now reached an accuracy levelthat allowsfordiscussingthefew-MeV energies involvedin thisclass ofphenomena, whichare relevant fora deeper under-standing of how the systematics in nuclear physics arises from QCD.Starting fromLQCD data obtainedforvaluesofmπ smaller than the ones employed in this work, and yet larger than the physicalone, wouldallowusto establishthe thresholdforwhich nucleiaslargeas16Oarestableagainstthebreakupintofour4He clusters, ifsuch a threshold exists.To perform thisanalysis, it is essentialto includehigher-order termsinthe EFT(
π
/
) interaction, possiblyuptoN2LO, wheretensorcontributionsappear.Thisalso requiresa substantial improvementofthe existing LQCD dataon light nuclei, which, even for large mπ , are currently affected by statisticalerrorsthatdonotallowforaneffectiveconstraintofthe interactionparameters.Acknowledgements
Wewouldlike to thankN.Barnea,D. Gazit, G. Orlandini,and W.Leidemannforusefuldiscussions aboutthesubjectofthis pa-per.Thisresearch was conducted inthe scope ofthe Laboratoire internationalassocié (LIA) COLL-AGAIN andsupported in part by
the U.S. Department of Energy, Office of Science, Office of
Nu-clearPhysics,undercontractsDE-AC02-06CH11357(A.L.)and DE-FG02-04ER41338(U.v.K.),andbytheEuropeanUnionResearchand InnovationprogramHorizon2020undergrantNo.654002(U.v.K.). The work of A.R. was supported by NSF Grant No. AST-1333607. J.K.acknowledgessupportbytheNSFGrantNo.PHY15-15738. Un-deran awardof computertime provided by theINCITEprogram, thisresearchusedresourcesoftheArgonneLeadershipComputing FacilityatArgonneNationalLaboratory,whichissupportedbythe OfficeofScienceoftheU.S.DepartmentofEnergyundercontract DE-AC02-06CH11357.
Appendix A. Statistical and systematic error estimation
The procedure we adopted in order to estimate the error in the extrapolations performedin this work is as follows. We can distinguishbetweentwosourcesoferrors.Thefirstisasystematic error corresponding to the choice of neglecting the next (cubic) order in the expansion Eq. (3) and of removing the initial data
pointat
=
2 fm−1.Thesecondisastatisticalerrorcomingfromtheuncertaintiesinthedatausedfortheextrapolation.
The first kindof error is estimated by considering the maxi-mum spreadin three different extrapolations: two quadratic ex-trapolations obtained by either neglecting the results at
=
2 fm−1 orby usingall available data(the latter isincludedonly ifthe reduced
χ
2 is≈
1) anda cubicextrapolation that usesalldata.
Forthesecondtypeoferror,itisconvenienttowriteEq.
(3)
as asimplequadraticform,O
=
O+ C
0+ C
12
+ · · ·
(21)where
=
1/
.Giventhatwehaveonlythreepairs(,
O
)
,itis straightforwardtoseethatC
1=
12
−
3O
2− O
12
−
1−
O
3− O
13
−
1 (22) togetherwithC
0=
O
3− O
13
−
1− (
3+
1)
C
1 (23) and O= O
1− C
01
− C
121
.
(24)Atthispointitissimpletoestimate theerrorsbypropagationof themeasurementuncertainty.Wehave
δC
1=
12
−
3δO
22+ δO
21(
2−
1)
2+
δO
32+ δO
21(
3−
1)
2 (25) andδC
0=
δO
32+ δO
12(
3−
1)
2+ (
3+
1)
2δC
12,
(26)andthenfinally
δ
O=
δO
12+ δC
0212
+ δC
1214
.
(27)Botherrorestimatesappearintheresultsreportedinthemain text.
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