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Precision Molecular Measurements

A precision molecular measurement infers a small interaction from a resolved molecular frequency or accumulated quantum phase. Heavy atoms can provide a large electronic response, while closely spaced rotational or parity levels let modest laboratory fields control that response. The useful combination is a large, understood energy shift and a comparison that distinguishes it from ordinary magnetic, electric, and motional shifts.

This page develops the molecule as a sensor: orientation, electron and nuclear symmetry tests, chiral transitions, and the conversion from a measured phase to an interaction strength. Tests of Fundamental Symmetries develops the wider experimental comparison; Fundamental Symmetry Frontiers discusses research status.

Helpful background. Molecular Quantum Mechanics introduces molecular energy scales, Rotations of Molecules develops angular states and Stark mixing, and Precision Spectroscopy explains frequency estimation.

Molecular energy shifts and response coefficients

Section titled “Molecular energy shifts and response coefficients”

Let cic_i be small interaction coefficients and let channel aa compare states uau_a and lal_a. Define the complete laboratory response

Kai=∂(Eua−Ela)∂ci∣c=0.K_{ai}=\left. \frac{\partial(E_{u_a}-E_{l_a})}{\partial c_i} \right|_{\mathbf c=0}.

The derivative includes the actual field-dressed states, their angular factors, and the difference between the two levels. To first order,

ya≡h δνa=∑iKaici+∑jAajηj+ϵa.y_a\equiv h\,\delta\nu_a =\sum_i K_{ai}c_i+\sum_j A_{aj}\eta_j+\epsilon_a.

Here ηj\eta_j describes an unwanted but modeled effect, such as a magnetic field correlated with an electric-field reversal; AajA_{aj} converts it to an energy. The noise vector ϵ\boldsymbol\epsilon has covariance Σ\Sigma. If a calculation instead supplies a body-fixed coefficient WiW_i, its angular factor must be included when constructing KaiK_{ai}. Multiplying an already complete derivative by another polarization factor counts the same state mixing twice. Different operators need not share one factor.

This distinction also explains why a molecule has several sensitivities. A state useful for the electron electric dipole moment need not be equally useful for a nuclear Schiff moment. The relevant electronic operator, nuclear spin, angular matrix element, and coherence time all matter.

In matrix form, y=Kc+Aη+ϵ\mathbf y=K\mathbf c+A\boldsymbol\eta+\boldsymbol\epsilon. With known nuisances, the rank of KK counts independently accessible coefficient combinations. With unknown nuisances, some of those combinations can be indistinguishable from an ordinary shift.

For Gaussian noise and freely fitted nuisances, whiten the data using K~=Σ−1/2K\widetilde K=\Sigma^{-1/2}K and A~=Σ−1/2A\widetilde A=\Sigma^{-1/2}A. If A~\widetilde A has independent columns, the information remaining about c\mathbf c is

Fc=K~TP⊥K~,P⊥=I−A~(A~TA~)−1A~T.\begin{aligned} F_c&=\widetilde K^{\mathsf T}P_\perp\widetilde K,\\ P_\perp&=I-\widetilde A (\widetilde A^{\mathsf T}\widetilde A)^{-1} \widetilde A^{\mathsf T}. \end{aligned}

The projection removes changes that a nuisance could reproduce. For dependent nuisance columns, use the orthogonal projector onto their column space, for example through a singular-value decomposition. Independent calibration or a stated prior can recover information; assuming a nuisance is zero cannot substitute for that measurement. Fisher Information explains the statistical construction. Exercises 4 and 8 give small examples.

Parity doublets and laboratory orientation

Section titled “Parity doublets and laboratory orientation”

A polar molecule has a body-fixed electric dipole D=Dn^\mathbf D=D\hat{\mathbf n}, with a directed molecular axis n^\hat{\mathbf n}. Nevertheless, a field-free parity eigenstate has ⟨n^⟩=0\langle\hat{\mathbf n}\rangle=0: its orientation distribution is unchanged under n^↦−n^\hat{\mathbf n}\mapsto-\hat{\mathbf n}. A polar bond and a nonzero laboratory mean dipole are different statements.

Take two opposite-parity levels separated by an energy ΔP>0\Delta_P>0. Choose their relative phase so that the laboratory dipole matrix element dp=∣⟨+∣Dz∣−⟩∣d_p=|\langle+|D_z|-\rangle| is positive. In this two-state subspace,

H=ΔP2σz−dpEσx,Dz=dpσx,H=\frac{\Delta_P}{2}\sigma_z-d_p\mathcal E\sigma_x, \qquad D_z=d_p\sigma_x,

where E\mathcal E is the signed electric field along zz. Diagonalization and the Hellmann–Feynman theorem give

E±=±12ΔP2+4dp2E2,⟨Dz⟩−=−∂E−∂E=dpx1+x2,x=2dpEΔP.\begin{aligned} E_\pm&=\pm\frac12\sqrt{\Delta_P^2+4d_p^2\mathcal E^2},\\ \langle D_z\rangle_-&=-\frac{\partial E_-}{\partial\mathcal E} =d_p\frac{x}{\sqrt{1+x^2}}, \qquad x=\frac{2d_p\mathcal E}{\Delta_P}. \end{aligned}

The signed doublet mixing fraction is p=x/1+x2p=x/\sqrt{1+x^2}. It is linear in weak field and approaches ±1\pm1 when the Stark coupling greatly exceeds the doublet splitting. But the geometric orientation relative to the body-fixed dipole is

Pz≡⟨nz⟩=dpD p.\mathcal P_z\equiv\langle n_z\rangle =\frac{d_p}{D}\,p.

Usually dp≠Dd_p\ne D. For an ideal Hund-case-(a) doublet at fixed J,MJ,M and ∣Ω∣|\Omega|, neglecting hyperfine and other rotational-level mixing, dp/D=∣MΩ∣/[J(J+1)]d_p/D=|M\Omega|/[J(J+1)]. Thus J=M=∣Ω∣=1J=M=|\Omega|=1 gives ∣Pz∣→1/2|\mathcal P_z|\to1/2 even when ∣p∣→1|p|\to1. The molecule still has rotational angular spread. Stronger fields that mix other JJ levels require a larger Hamiltonian and can change this limiting orientation. Brown and Carrington develop these angular matrix elements; Hutzler explains the role of small parity splittings in molecular sensing.

Doublet mixing approaches one, while the mean geometric orientation approaches one half for a fixed J equals M equals Omega equals one manifold.

Complete mixing of a parity doublet does not mean a sharply aligned molecular axis. The solid curve is p=x/1+x2p=x/\sqrt{1+x^2}; the dashed curve is Pz=p/2\mathcal P_z=p/2 for the stated fixed-JJ example. Both curves assume other rotational and hyperfine states can be neglected.

The field required for strong doublet mixing scales with ΔP/dp\Delta_P/d_p. This small energy denominator controls orientation; a separate electronic matrix element controls the response to a microscopic interaction. Hyperfine structure, nearby levels, and field-dependent magnetic moments must be included when they affect the intended accuracy.

Electron electric dipole moments and Ramsey phases

Section titled “Electron electric dipole moments and Ramsey phases”

The electron electric dipole moment ded_e couples through a relativistic operator. A molecular effective electric field summarizes its matrix element. It is a calculated response coefficient, not the applied electrode field or a classical field to insert into an unrelated Stark Hamiltonian. Relativistic electronic structure near a heavy nucleus can make this coefficient large; bonding and electron correlation still matter quantitatively.

To fix all factors, label two measured states a,ba,b and choose the order of their energy difference so that

ΔEab(de)=2ηddeEeff,ϕde=2ηddeEeffτℏ.\Delta E_{ab}^{(d_e)}=2\eta_d d_eE_{\rm eff}, \qquad \phi_{d_e}=\frac{2\eta_d d_eE_{\rm eff}\tau}{\hbar}.

Here Eeff>0E_{\rm eff}>0 is the magnitude of the fully polarized single-state response, and ηd\eta_d is the signed response reduction for this pair; the chosen fully polarized reference has ηd=1\eta_d=1. Calculate ηd\eta_d from the EDM operator in the actual states. It can equal a doublet mixing fraction in a simple model, but is not generally the geometric ⟨nz⟩\langle n_z\rangle.

Another common convention uses a body-fixed coefficient WdW_d with single-state shift deWdΩd_eW_d\Omega, where Ω\Omega is dimensionless. In that convention the fully polarized magnitude is Eeff=∣WdΩ∣E_{\rm eff}=|W_d\Omega|. Do not multiply this EeffE_{\rm eff} by an additional Ω\Omega. An ordinary frequency is ΔE/h\Delta E/h, whereas a phase accumulation rate is ΔE/ℏ\Delta E/\hbar.

Competing operators and historical examples

Section titled “Competing operators and historical examples”

Paramagnetic molecules can also respond to a scalar electron–nucleon coupling CSC_S. A pair channel can therefore take the form

h δν=Kdde+KSCS+⋯ .h\,\delta\nu=K_d d_e+K_S C_S+\cdots.

One measured channel constrains a combination. A limit on ded_e obtained by setting CS=0C_S=0 is a conditional, single-source limit. Several molecules help separate operators when their response rows are sufficiently different, after accounting for experimental and theory correlations. Chupp and collaborators review this interpretation.

As a concrete historical example, Roussy and collaborators reported in 2023 an HfF+^+ result

de=(−1.3±2.0stat±0.6syst)×10−30 e cm,d_e=(-1.3\pm2.0_{\rm stat}\pm0.6_{\rm syst}) \times10^{-30}\ e\,{\rm cm},

with ∣de∣<4.1×10−30 e cm|d_e|<4.1\times10^{-30}\ e\,{\rm cm} at 90% confidence under the single-source interpretation. Their trapped-ion measurement used coherence times up to about 3 s3\ {\rm s} and an effective field near 23 GV cm−123\ {\rm GV\,cm^{-1}}. The 2018 ACME ThO beam measurement reported ∣de∣<1.1×10−29 e cm|d_e|<1.1\times10^{-29}\ e\,{\rm cm} at 90% confidence, illustrating a different experimental architecture. These dated examples explain the measurement scales; current comparisons belong in the linked frontier discussion.

Reversals separate shifts with different symmetries

Section titled “Reversals separate shifts with different symmetries”

A Ramsey experiment prepares a superposition, lets its phase evolve, and converts the phase into a population difference. Repeating this sequence under binary switches sq=±1s_q=\pm1 gives the expansion

f(s)=∑SfS∏q∈Ssq.f(\mathbf s)=\sum_S f^S\prod_{q\in S}s_q.

Balanced averages isolate the coefficient with the expected signal parity. An ordinary shift with the same switch dependence is not removed by this algebra. For example, if the unwanted pair magnetic energy is ΔEB=2μeffBcorr\Delta E_B=2\mu_{\rm eff}B_{\rm corr}, its equivalent EDM is

dfalse=μeffBcorrηdEeff.d_{\rm false}=\frac{\mu_{\rm eff}B_{\rm corr}} {\eta_d E_{\rm eff}}.

Both numerator and denominator now use the same pair convention. Field measurements and deliberately exaggerated magnetic correlations test this leakage. Actual field magnitudes also matter: a commanded reversal can change the magnitude and thereby convert an ordinary Stark shift into a switch-dependent signal.

Nearby internal states can reverse the microscopic response while sharing much of the magnetic environment. This internal comagnetometer suppresses common shifts, but differences in gg factors, Stark shifts, trajectories, and detection efficiency remain measurable limitations. Geometric phases arise when moving molecules follow changing field directions; varying field rotation or molecular motion tests their contribution. Conditioning on survival can also bias a comparison if loss differs between switch states.

Electronic wavefunctions near a heavy nucleus convert nuclear interactions into spectroscopic shifts. Several distinct nuclear quantities can be probed; their angular responses must not be interchanged.

In a stationary neutral bound system of nonrelativistic point charges with electrostatic interactions, the leading effect of a point nuclear EDM is screened. Real nuclei have finite size, and magnetic and relativistic effects need separate treatment. Ions also require a modified screening analysis. Schiff’s theorem therefore does not remove all nuclear P,TP,T-odd effects (Schiff; Flambaum and Kozlov).

A finite-size source is the nuclear Schiff moment S\mathcal S. For a nucleus with I≠0I\ne0, a schematic molecular interaction is

HS=WSSI⋅n^I.H_{\mathcal S}=W_{\mathcal S}\mathcal S \frac{\mathbf I\cdot\hat{\mathbf n}}{I}.

Here I\mathbf I is a dimensionless spin operator, with I2=I(I+1)\mathbf I^2=I(I+1); WSSW_{\mathcal S}\mathcal S has energy units. The normalization of S\mathcal S and its sign convention must match the electronic calculation. Inferring a Schiff moment from a frequency needs that electronic response; inferring underlying nuclear or hadronic couplings needs additional nuclear theory.

Octupole-correlated nuclei can have nearby opposite-parity states. For an initially positive-parity state, first-order mixing gives

⟨S^⟩≃2Re⁡⟨+∣S^∣−⟩⟨−∣VP,T∣+⟩E+−E−.\langle\widehat{\mathcal S}\rangle \simeq2\operatorname{Re} \frac{\langle+|\widehat{\mathcal S}|-\rangle \langle-|V_{P,T}|+\rangle}{E_+-E_-}.

The small denominator can enhance the response, provided ∣⟨−∣VP,T∣+⟩∣≪∣E+−E−∣|\langle-|V_{P,T}|+\rangle|\ll|E_+-E_-|. At a degeneracy one must diagonalize the coupled states; the first-order expression cannot grow without limit. Nuclear matrix elements and correlations are as important as the energy separation (Dobaczewski and collaborators).

Magnetic quadrupoles and spin-dependent parity violation

Section titled “Magnetic quadrupoles and spin-dependent parity violation”

A nuclear magnetic quadrupole moment M\mathcal M requires I≥1I\ge1 and couples through a rank-two angular operator, schematically HM=WMMΞMH_{\mathcal M}=W_{\mathcal M}\mathcal M\Xi_{\mathcal M}. The dimensionless ΞM\Xi_{\mathcal M} depends on the molecular electronic and hyperfine states. It cannot be replaced by the rank-one Schiff angular factor.

Nuclear-spin-dependent parity violation is a different interaction. In relativistic units ℏ=c=1\hbar=c=1, a common convention for a selected nucleus with I≠0I\ne0 is

HNSD=GF2κNSD∑eρN(re) αe⋅II,∫ρN(r) d3r=1.H_{\rm NSD}=\frac{G_F}{\sqrt2}\kappa_{\rm NSD} \sum_e\rho_N(\mathbf r_e)\, \boldsymbol\alpha_e\cdot\frac{\mathbf I}{I}, \qquad \int\rho_N(\mathbf r)\,d^3r=1.

αe\boldsymbol\alpha_e acts on electron ee and GFG_F is the Fermi constant in these units. Nuclear anapole, weak neutral-current, and weak–hyperfine contributions can enter κNSD\kappa_{\rm NSD}, with convention-dependent factors. The perturbation mixes opposite-parity states. A controlled Stark-induced transition amplitude can interfere with the weak amplitude, producing a term linear in the small coupling. Altuntaş and collaborators demonstrated this method in BaF; their 2018 work establishes a concrete sensitivity and systematic-control example.

Parity interchanges localized enantiomers ∣R⟩|R\rangle and ∣L⟩|L\rangle. For an isolated molecule with a parity-conserving Hamiltonian, the two localized structures have equal diagonal energies. Tunneling can still produce symmetric and antisymmetric energy eigenstates. Ordinary enantiomer-sensitive preparation or microwave detection, such as the method of Patterson and collaborators, does not by itself measure a weak parity-violating energy difference.

Define ϵPV=(ER−EL)/2\epsilon_{\rm PV}=(E_R-E_L)/2 and take the ordered basis (∣R⟩,∣L⟩)(|R\rangle,|L\rangle). A useful two-state model is

H=(E0+ϵPV−Δtun/2−Δtun/2E0−ϵPV),ΔE=Δtun2+4ϵPV2.H=\begin{pmatrix} E_0+\epsilon_{\rm PV}&-\Delta_{\rm tun}/2\\ -\Delta_{\rm tun}/2&E_0-\epsilon_{\rm PV} \end{pmatrix}, \qquad \Delta E=\sqrt{\Delta_{\rm tun}^2+4\epsilon_{\rm PV}^2}.

For a nonzero tunneling splitting with ∣ϵPV∣≪Δtun|\epsilon_{\rm PV}|\ll\Delta_{\rm tun}, the energy-eigenstate gap changes only quadratically in ϵPV\epsilon_{\rm PV}: ΔE≃Δtun+2ϵPV2/Δtun\Delta E\simeq\Delta_{\rm tun}+2\epsilon_{\rm PV}^2/\Delta_{\rm tun}. Preparing a localized state does not change these eigenvalues.

If tunneling is negligible over the interrogation time (Δtunτ/ℏ≪1\Delta_{\rm tun}\tau/\hbar\ll1 is a sufficient condition), localized handedness can instead label the compared transitions. Then

νR−νL=2[ϵPV(e)−ϵPV(g)]h.\nu_R-\nu_L= \frac{2[\epsilon_{\rm PV}^{(e)}-\epsilon_{\rm PV}^{(g)}]}{h}.

This is linear in the weak interaction, but measures the difference between its upper- and lower-level shifts. If tunneling is appreciable, the coupled dynamics and resolved eigenstates must be used instead. Quack, Stohner, and Willeke review this distinction. Ordinary chiral environments, unequal fields, collisions, conformer mixtures, and detection responses can also make the two samples differ; exchanging handedness and comparing both samples against the same oscillator help test those effects.

Coherence, molecule number, and theoretical uncertainty

Section titled “Coherence, molecule number, and theoretical uncertainty”

At the quadrature point of an ideal Ramsey fringe, take the detected binary-outcome probability to be q(c)=[1+Ccos⁡(ϕ(c)+ϕ0)]/2q(c)=[1+C\cos(\phi(c)+\phi_0)]/2 with contrast CC independent of cc. For NN independent detected molecules and ∂ϕ/∂c=(τ/ℏ)∂ΔE/∂c\partial\phi/\partial c=(\tau/\hbar)\partial\Delta E/\partial c, the local Cramér–Rao scale is

σc≥ℏCτN ∣∂ΔE/∂c∣.\sigma_c\ge \frac{\hbar}{C\tau\sqrt N\, |\partial\Delta E/\partial c|}.

This bound assumes an identifiable parameter and the stated noise model; it is not a guarantee for a finite-sample estimator. With detected count NcycN_{\rm cyc} and duration TcycT_{\rm cyc} per independent cycle, the ideal information rate is

FcT=NcycC2τ2Tcycℏ2(∂ΔE∂c)2.\frac{F_c}{T} =\frac{N_{\rm cyc}C^2\tau^2}{T_{\rm cyc}\hbar^2} \left(\frac{\partial\Delta E}{\partial c}\right)^2.

Cold Molecules explains how cooling and trapping can increase τ\tau. They can also reduce count rate, add dead time, or introduce trap-light, collision, micromotion, and state-loss shifts. The information rate makes the tradeoff quantitative rather than assuming that the longest coherence time is automatically best.

Theoretical response uncertainties affect a different part of the inference. If uncertain structure parameters θ\boldsymbol\theta determine KK, a conditional Gaussian model is

p(y∣c,η,θ)=N ⁣(y;K(θ)c+Aη,Σexp).p(\mathbf y\mid\mathbf c,\boldsymbol\eta,\boldsymbol\theta) =\mathcal N\!\left( \mathbf y;K(\boldsymbol\theta)\mathbf c+A\boldsymbol\eta, \Sigma_{\rm exp}\right).

A justified constraint on θ\boldsymbol\theta can then be propagated or included in a joint inference. Shared electronic approximations can correlate several response coefficients; assigning independent errors by default can misstate a multi-operator constraint. If the experiment only determines WcWc, an uncertain WW limits the conversion to cc.

Hyperfine constants test near-nuclear spin density, dipole moments test charge distribution, and parity splittings test the orientation model. Agreement supports parts of the calculated wavefunction without uniquely fixing a symmetry-violating matrix element. Basis, correlation, nuclear-size, and relativistic treatments should be checked for the particular operator. Computational Atomic Structure discusses those numerical approximations.

1. Doublet mixing is not complete geometric orientation

Section titled “1. Doublet mixing is not complete geometric orientation”

Take ΔP/h=10.0 MHz\Delta_P/h=10.0\ {\rm MHz}, dp=1.00 Dd_p=1.00\ {\rm D}, and E=20.0 V cm−1\mathcal E=20.0\ {\rm V\,cm^{-1}}. Calculate dpE/hd_p\mathcal E/h and pp. If dp/D=1/2d_p/D=1/2, find Pz\mathcal P_z. Use 1 D=3.33564×10−30 C m1\ {\rm D}=3.33564\times10^{-30}\ {\rm C\,m}.

Solution

The field is 2.00×103 V m−12.00\times10^3\ {\rm V\,m^{-1}}, giving dpE/h=10.07 MHzd_p\mathcal E/h=10.07\ {\rm MHz}. Thus x=2.014x=2.014, p=x/1+x2≃0.896p=x/\sqrt{1+x^2}\simeq0.896, and Pz≃0.448\mathcal P_z\simeq0.448. Finite field prevents complete doublet mixing; even at infinite mixing within this subspace the geometric orientation approaches only 1/21/2.

Use ΔEab=2deEeff\Delta E_{ab}=2d_eE_{\rm eff} for ηd=1\eta_d=1. Find the phase after 3.0 s3.0\ {\rm s} for de=10−29 e cmd_e=10^{-29}\ e\,{\rm cm} and Eeff=23 GV cm−1E_{\rm eff}=23\ {\rm GV\,cm^{-1}}.

Solution

In SI units de=1.60218×10−50 C md_e=1.60218\times10^{-50}\ {\rm C\,m} and Eeff=2.3×1012 V m−1E_{\rm eff}=2.3\times10^{12}\ {\rm V\,m^{-1}}. Therefore ΔEab=7.37×10−38 J\Delta E_{ab}=7.37\times10^{-38}\ {\rm J} and ϕ=ΔEabτ/ℏ≃2.10×10−3 rad\phi=\Delta E_{ab}\tau/\hbar\simeq2.10\times10^{-3}\ {\rm rad}. The pair convention supplies the factor of two; converting energy to phase uses ℏ\hbar, not hh.

For equal contrast and response, compare a beam with τb=1 ms\tau_b=1\ {\rm ms}, Nb=109N_b=10^9 and a trap with τt=1 s\tau_t=1\ {\rm s}, Nt=104N_t=10^4. The detected counts cover the same total averaging time and are independent. Which uncertainty is smaller?

Solution

τbNb=31.6 s\tau_b\sqrt{N_b}=31.6\ {\rm s} and τtNt=100 s\tau_t\sqrt{N_t}=100\ {\rm s}, so σc,t/σc,b=0.316\sigma_{c,t}/\sigma_{c,b}=0.316. The trap is better by a factor of 3.163.16 under the stated assumptions. Different contrast, correlations, or systematic shifts could change that comparison; the given total counts already include the cycle-rate effect.

Solve y1=2d+cy_1=2d+c, y2=d−cy_2=d-c for d,cd,c. Explain why y1y_1 alone does not give a model-independent bound on dd.

Solution

Adding the equations gives d=(y1+y2)/3d=(y_1+y_2)/3; substitution gives c=(y1−2y2)/3c=(y_1-2y_2)/3. With only y1y_1, every pair with c=y1−2dc=y_1-2d is indistinguishable. Setting c=0c=0 adds an assumption rather than a second measurement.

Assume tunneling is negligible during interrogation. If ϵPV(e)/h=0.8 Hz\epsilon_{\rm PV}^{(e)}/h=0.8\ {\rm Hz} and ϵPV(g)/h=0.3 Hz\epsilon_{\rm PV}^{(g)}/h=0.3\ {\rm Hz}, find νR−νL\nu_R-\nu_L. Why is the answer not the upper-level shift alone?

Solution

νR−νL=2(0.8−0.3) Hz=1.0 Hz\nu_R-\nu_L=2(0.8-0.3)\ {\rm Hz}=1.0\ {\rm Hz}. A transition measures an upper-minus-lower energy, so a common shift of both internal levels cancels. If tunneling cannot be neglected, localized diagonal energies alone do not determine the resolved spectral lines.

For f(sE,sB)=f0+fEsE+fBsB+fEBsEsBf(s_E,s_B)=f^0+f^Es_E+f^Bs_B+f^{EB}s_Es_B, extract fEBf^{EB} from four equally weighted measurements. Would this reject a magnetic shift proportional to sEsBs_Es_B?

Solution fEB=14[f(+,+)−f(+,−)−f(−,+)+f(−,−)].f^{EB}=\frac14[f(+,+)-f(+,-)-f(-,+)+f(-,-)].

The balanced switch products are orthogonal. The unwanted shift has exactly the same product and survives. Independent magnetic calibration or a further comparison is needed to separate it. Unequal weights require a fitted design matrix rather than the simple average.

Two nuclei have equal numerator matrix elements in the first-order Schiff-moment expression, but A has a parity separation one hundred times smaller than B. Compare the magnitudes and state when this estimate fails.

Solution

The first-order ratio is ∣SA/SB∣=100|\mathcal S_A/\mathcal S_B|=100. This assumes identical matrix elements and weak mixing in both nuclei. If the perturbing off-diagonal matrix element is comparable to the separation, exact two-state mixing replaces the inverse-gap estimate. Real nuclei also differ in deformation and configuration mixing.

In common energy units let y1=c+η+ϵ1y_1=c+\eta+\epsilon_1 and y2=c−η+ϵ2y_2=c-\eta+\epsilon_2, with independent noises of variance s2s^2. Find an estimator of cc and its variance. What changes if both channels instead contain c+ηc+\eta and no independent information about η\eta?

Solution

c^=(y1+y2)/2\widehat c=(y_1+y_2)/2 cancels η\eta and has variance s2/2s^2/2. In the modified experiment the two columns for cc and η\eta coincide. Only their sum is identifiable: c↦c+δc\mapsto c+\delta, η↦η−δ\eta\mapsto\eta-\delta leaves every prediction unchanged. More repetitions improve the sum without separating its two parts.

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