A method is disclosed for enhancing cavity-spin coupling in magnetic resonance to enable entropy removal or spin squeezing of an ensemble of spins and obtain a non-thermal distribution, thereby significantly increasing the intrinsic polarization of the spin ensemble.
Conventionally, a system to increase the signal-to-noise ratio (SNR) has used cooled, cryogenic receivers so that electronic noise is suppressed. However, with increasing field, the subject or sample noise will overtake the electronic noise and limit the SNR gains. Similarly, using superconducting receivers can yield very high resonator quality factors, due to their negligible resistance, also increasing the SNR, but again these systems deteriorate in higher magnetic fields where the superconductors transition over to normal conductivity.
Moreover, high resonator quality factors come with narrowband reception and can limit the bandwidth necessary to perform magnetic resonance imaging (MRI) that requires several hundred kHz for encoding the spatial distribution of nuclei in the subject under study. The use of phased array coils has also yielded nominal increases in SNR. Presently, many new directions are being developed to address the perennial problem of SNR in magnetic resonance.
Recently, new hyperpolarization strategies have achieved success with methods such as Dynamic Nuclear Polarization (DNP) and Para-hydrogen Induced Polarization (PHIP) that require external polarized agents in cryogenic environments and introduced into the sample or subject.
These approaches require the introduction of an external agent that is prepolarized so that this polarization is then transferred. Although successful, these approaches are typically one-time polarization steps and require continued reintroduction of the prepolarized external agent. Even more recently, the use of Nitrogen Vacancy (NV) defect centers in nanodiamonds has emerged as a means to transfer the polarization of the optically pumped hyperpolarized electrons to nearby nuclei or protons.
Although promising as a hyperpolarization platform, it is limited in the number of constituents that can be polarized due to the low concentration of defect electrons and the need to be in near contact to transfer the polarization.
In view of the foregoing and other exemplary problems, drawbacks, and disadvantages of the conventional methods and systems, an exemplary object of the present invention is to provide a global solution that can redistribute the intrinsic thermal distribution on-demand, and very importantly without the introduction of an external agent and achieve higher polarization using circuit quantum electrodynamics (cQED) techniques.
To achieve the exemplary object described above, an exemplary aspect of the present invention includes a method to hyperpolarize a spin ensemble.
The method includes resonantly coupling the spin ensemble to a cold cavity that is at a temperature below a spin temperature of the spin ensemble, coupling the cold cavity to a squeezing cavity that is detuned from the cold cavity, the squeezing cavity squeezing the cold cavity such that coupling of the cold cavity to the spin ensemble increases to a sufficient strength to enable a spontaneous emission process to exceed a spin thermal relaxation process of the spin ensemble, and coupling the squeezing cavity to a broadband squeezing cavity having a same squeezing parameter as the squeezing cavity and being phase-matched with the squeezing cavity for suppressing or canceling squeezed noise or heat generated by the squeezing cavity.
Another exemplary aspect of the present invention includes a method to hyperpolarize a spin ensemble, in which the method includes resonantly coupling the spin ensemble to a squeezing cavity, which is at a temperature below a spin temperature of the spin ensemble, to enable a spontaneous emission process to exceed a spin thermal relaxation process of the spin ensemble, and coupling the squeezing cavity to a broadband squeezing cavity having a same squeezing parameter as the squeezing cavity and being phase-matched with the squeezing cavity for suppressing or canceling squeezed noise or heat generated by the squeezing cavity.
Yet another exemplary aspect of the present invention includes a hyperpolarizing system that includes a spin ensemble immersed in a static magnetic field and being subject to hyperpolarization, a squeezing cavity held at a temperature below a spin temperature of the spin ensemble, the spin ensemble being resonantly coupled to a squeezing cavity to enable a spontaneous emission process to exceed a spin thermal relaxation process of the spin ensemble, and a broadband squeezing cavity coupled to the squeezing cavity, the broadband squeezing cavity having a same squeezing parameter as the squeezing cavity and being phase-matched with the squeezing cavity for suppressing or canceling squeezed noise or heat generated by the squeezing cavity.
The exemplary aspects of the invention will be better understood from the following detailed description of the exemplary embodiments of the invention with reference to the drawings:
Exemplary embodiments of the invention will now be described with reference to the drawings.
The SNR in magnetic resonance has the following key dependencies:
where ω is the resonance frequency, M is the magnetization, Vm is the mode volume, Q is the resonator quality factor and Nrms is the Johnson noise. Since the intrinsic signal of the spins is extremely weak (e.g., due to their thermal magnetization distribution of a 1 ppm difference in the aligned versus anti-aligned orientation for nuclei at ambient temperatures and typical magnetic fields of several Teslas) in practice a variety of solutions have been devised to increase the SNR.
For example, by increasing the magnetic field the resonance frequency, ω and the magnetization, M will increase proportionally and over the past several decades one direction of research has been to develop superconducting magnetic field generators that produce greater and greater fields.
In nuclear magnetic resonance (NMR) applications, the magnetic field exceeds 20 Tesla and in magnetic resonance imaging (MRI) applications up to 7-Tesla systems are clinically available, while 11-Tesla research systems are used for specialized studies.
An exemplary aspect of the present invention is directed to increasing magnetization by redistributing the intrinsic thermal distribution on-demand, without the introduction of an external agent to achieve higher polarization using cQED techniques.
The magnetization thermal equilibrium distribution is given by
where N is the total number of spins while N+ and N− are the number of aligned and anti-aligned spins, respectively and γ is the spin gyromagnetic ratio (28.2 GHz/T for electrons and 42.5 MHz/T for protons), h is Planck's constant divided by 2π, B0 is the magnetic field, KB is the Boltzmann constant and TS is the spin temperature, as shown in
If the nuclei or spin temperature can be reduced to 1 Kelvin from room temperature, then the magnetization can be enhanced by a factor of 100 or equivalently the SNR can be increased by this same factor. This then motivates cQED cavity cooling techniques to reduce the spin temperature. The scheme requires resonantly coupling the spins to a resonator or cavity that is at sub-Kelvin cryogenic temperatures to enable removing the excess entropy at the higher spin temperature by accelerating the spontaneous emission process so it exceeds the natural thermal relaxation process in order for the spins to thermalize to the lower resonator or cavity temperature. The spontaneous emission acceleration is achieved through an enhanced coupling of the spins to the resonator or cavity by quantum squeezing.
In
Based on the above concept, an exemplary aspect of the present invention is shown in
More specifically, the exemplary hyperpolarizing system 1 includes the spin ensemble 10 immersed in a static magnetic field and being subject to hyperpolarization in a cryogen 14, a cold cavity 15, having frequency ωb, that is at a temperature below a spin temperature of the spin ensemble 10, the spin ensemble 10 being resonantly coupled to the cold cavity 15, a squeezing cavity 12 that is detuned from the cold cavity 15, the squeezing cavity 12 being coupled to the cold cavity 15 and squeezing the cold cavity 15 such that coupling of the cold cavity 15 to the spin ensemble 10 increases to a sufficient strength (ranging from 3 dB to as much as 100 dB) to enable a spontaneous emission process to exceed a spin thermal relaxation process of the spin ensemble 10, and a broadband squeezing cavity 13 coupled to the squeezing cavity 12.
The broadband squeezing cavity 13 may have a same squeezing parameter as the squeezing cavity 12 and being phase-matched with the squeezing cavity 12 such that differences in phase (ϕ) between the squeezing cavity 12 and the broadband squeezing cavity 13 are integer odd multiples of pi (π) for suppressing or canceling squeezed noise or heat generated by the squeezing cavity 12 as Δϕ=nπ; n=±1, ±3, ±5 . . . .
Prior to the resonantly coupling the spin ensemble 10, the cold cavity 15, squeezing cavity 12, and the broadband squeezing cavity 13 are thermally insulated and through cryocooling are maintained, for example, at temperatures between 10 milli-Kelvin and 10 Kelvin.
The hyperpolarization of the spin ensemble 10 is operated at a temperature above the cold cavity and up to a room temperature (e.g., ambient).
The hyperpolarization of the spin ensemble 10 is achieved within a time less than a time of the spin thermal relaxation process of the spin ensemble.
In the squeezing of the cold cavity 15, then the cold cavity 15 couples with the spin ensemble 10 with sufficient strength to enable the spontaneous emission process to exceed the spin thermal relaxation process by increasing a polarization of the spin ensemble 10 more than a thermal equilibrium polarization of the spin ensemble 10.
The coupling of the cold cavity 15 to the squeezing cavity 12 includes quantum squeezing to increase the resonant coupling of the spin ensemble 10 to the cold cavity 15 and reach sufficient strength (3 dB-100 dB) to enable spin cooling.
The quantum squeezing of the cold cavity 15 is implemented by modulating a squeezing cavity resonance frequency.
As shown in
The exemplary method 2 further includes step 22 for coupling the cold cavity 15 to the squeezing cavity 12 that is detuned from the cold cavity 15, the squeezing cavity 12 squeezing the cold cavity 15 such that coupling of the cold cavity 15 to the spin ensemble 10 increases to a sufficient strength (3 dB-100 dB) to enable a spontaneous emission process to exceed a spin thermal relaxation process of the spin ensemble 10.
Finally, in step 23, method 2 includes coupling the squeezing cavity 12 to a broadband squeezing cavity 13 having a same squeezing parameter as the squeezing cavity 12 and being phase-matched with the squeezing cavity 12 for suppressing or canceling squeezed noise or heat generated by the squeezing cavity 12.
It is noted that the above steps are exemplary aspects of the described method 2, and the method can be performed with additional or reduced steps.
The power versus frequency plot of
Another exemplary aspect of the present invention is shown in
The exemplary system 3 includes a spin ensemble 10 immersed in a static magnetic field, a squeezing cavity 12 held at a temperature below a spin temperature of the spin ensemble 10, the spin ensemble 10 being resonantly coupled to the squeezing cavity 12 to enable a spontaneous emission process to exceed a spin thermal relaxation process of the spin ensemble 10, and a broadband squeezing cavity 13 coupled to the squeezing cavity 12, the broadband squeezing cavity 13 having a same squeezing parameter as the squeezing cavity 12 and being phase-matched with the squeezing cavity 12 for suppressing or canceling squeezed noise or heat generated by the squeezing cavity 12, thereby increasing the polarization of the spin ensemble 10 more than a thermal equilibrium polarization of the spin ensemble 10.
The differences in phase Δϕ between the squeezing cavity 12 and the broadband squeezing 13 cavity, for example, are integer odd multiples of pi (π) as Δϕ=nπ; n=±1, ±3, ±5 . . . .
Prior to the resonantly coupling of the spin ensemble 10, the squeezing cavity 12 and the broadband squeezing cavity 13 are thermally insulated and through cryocooling are maintained, for example, at temperatures between 10 milli-Kelvin and 10 Kelvin.
The hyperpolarization of the spin ensemble 10 is operated at a temperature above the squeezing cavity 12 and up to room temperature (e.g., ambient).
The hyperpolarization of the spin ensemble 10 is achieved within a time less than a time of the spin thermal relaxation process of the spin ensemble.
In the resonantly coupling of the spin ensemble 10 to the squeezing cavity 12, the squeezing cavity 12 squeezes the spin ensemble 10 with sufficient strength to enable the spontaneous emission process to exceed the spin thermal relaxation process by increasing a polarization of the spin ensemble more than a thermal equilibrium polarization of the spin ensemble 10.
As shown in
Method 4 further includes, in step 42, coupling the squeezing cavity 12 to the broadband squeezing cavity 13 having a same squeezing parameter as the squeezing cavity 12 and being phase-matched with the squeezing cavity 12 for suppressing or canceling squeezed noise or heat generated by the squeezing cavity 12.
It is noted that the above steps are exemplary aspects of the described method 4, and the method can be performed with additional or reduced steps.
The power versus frequency plot of
Based on the exemplary systems 1 and 3 shown in
In these systems, for example, quantum squeezing is used to enhance the spin ensemble coupling to the cold cavity 15 and enable entropy removal or spin cooling.
The cold cavities adapted to be thermally insulated and through cryocooling maintained at temperatures well below ambient or room temperature. The squeezing cavity 12, the broadband squeezing cavity 13, and the cold cavity 15 are distinct in the hyperpolarizing system 1, and the squeezing cavity 12 and the broadband squeezing cavity 13 are distinct in the hyperpolarizing system 3.
The broadband squeezing cavity 13 eliminates the strong squeezed noise generated inside the squeezing cavity 12 that couples into the cold cavity 15. In the hyperpolarizing system 1, as shown in
The quantum squeezing of the squeezing cavity 12 is implemented by modulating a squeezing cavity resonance frequency.
The squeezing of the squeezing cavity 12 increases coupling of the squeezing cavity 12 to a cryogen 14 or to a cold load, thereby increasing a cooling efficiency.
Exemplary system configuration 1 shown in
The technical aspects of the processes in the exemplary systems 1 and 3 discussed above are described in more details in the following section.
Resonator (or Cavity)-Spin Coupling
The quantum mechanical description for the resonator-spin coupling as shown in the above-described systems 1 and 3, shown in
in terms of the flux and charge operators {circumflex over (φ)} and {circumflex over (q)}, respectively. As usual ϕ=LI and q=CV.
To avoid dealing with quadratic operators, the customary prescription calls for factorizing the Hamiltonian leading to the annihilation and creation operators defined by
respectively
is the impedance and
is the resonance frequency of the circuit. This enables us to rewrite the harmonic oscillator Hamiltonian in the typical form as:
where the zero-point energy,
is a consequence of the noncommutativity of the operators [{circumflex over (φ)}, {circumflex over (q)}]=iℏ; a central feature common to all quantum systems and the source of the quantum fluctuations key to quantum coupling mechanisms and the invention to be described below.
In the context of electromagnetics, the eigenstates of the above Hamiltonian are known as the Fock (or number) states {|n>} and obey:
The lowest energy state (the zero-point energy eigenstate) is known as the vacuum state:
â|0>=0
from which the number state can be derived recursively as
With these definitions, the voltage between the capacitors and the current in the inductors can be quantum mechanically expressed as
Then, the rms vacuum fluctuations of the current and voltage in the resonator ground state can be calculated:
Due to the factor of ˜1000 difference between the electron and proton gyromagnetic ratio, electrons couple much more strongly than protons, thereby yielding stronger magnetization and enable efficient cooling. Experiments performed using electron spin resonance exploit this strong coupling to implement cavity cooling. The spin-resonator coupling denoted by g is mediated by the quantum fluctuations of the resonator or cavity. Spins, as shown for example in
The {circumflex over (σ)}s are the Pauli spin operators given by
Spin state raising and lowering operators are defined through
Since the resonator magnetic field directly depend on the currents flowing through it, Î∝δI(â++â), as shown for example in
Hint=−{circumflex over (μ)}·{circumflex over (B)}=−γŜ·δ{circumflex over (B)}
and in the spin basis {|+>, |−>} the coupling strength, g, is given by
For a nominal NMR resonant frequency of 100 MHz, we calculate g as follows:
The constants are
given
and we have assumed ƒ(r)≈10−2m. Therefore, for protons, this is on the order of micro-Hertz. Substituting the electron gyromagnetic ratio and nominal ESR resonant frequency of 10 GHz gives a coupling constant on the order of a milli-Hertz. The regime where radiative processes start to exceed thermal processes is approached when g can reach values of about 1 Hertz and resonator Q-values are in excess of 105. For protons, this implies enhancing g by factors ranging from 3 dB-100 dB depending on operating temperatures and other considerations.
In ESR, by carefully designing experiments where the electrons are as close as possible to the resonator (e.g., within microns so the mode volume is minimized), and using very high Q resonators, a strong enough coupling is established to the resonator and cavity cooling, for example cold cavity 15 in system 1, can be achieved through the Purcell effect: the regime where spontaneous and radiative emissions dominate over thermal processes such as phonon and dipole-dipole interactions that give rise to the Boltzmann distribution. For protons, the coupling is several orders of magnitude weaker and cavity cooling is negligible. However, the quantum fluctuations of the resonator arising from the zero-point energy obey Heisenberg's uncertainty principle:
If the current fluctuation can be amplified and the voltage fluctuation proportionally suppressed so their product still obeys Heisenberg's uncertainty principle, then the resonator-spin coupling can be enhanced and reach values whereby cavity cooling, for example cold cavity 15 in system 1, can be enabled. This ‘SQUEEZING’ or anti-squeezing of the current fluctuation can be implemented through quantum optical techniques developed over the last decade-and-a-half in the new field of cQED.
Quantum Squeezing of an LC Resonator
If the resonator Hamiltonian changes from one set of LC values to another an infinitesimal time later, then the change appears as if the resonator had been squeezed. This motivates how to bring about the necessary squeezing, for example squeezing cavity 12 in system 1, to amplify the ground state current fluctuation. Starting with the original Hamiltonian and a given set of LC parameters a change to a new set implies:
The associated fluctuations change as follows:
Consequently er is the squeezing factor with r as the squeezing parameter. (Note that δφ1δq1=erδΦ2e−rδq2=δφ2δq2=ℏ/2.) The flux and charge operators change similarly:
In an infinitesimal time δt<<1, the changes are small enough that the operators approximately equal each other. Therefore
From this set of equations, the individual operators can be found:
These set of transformations are known as Bogoliubov-Valatin transforms. From the first set of these equations, we can derive the squeezing operator. Operationally, this can be obtained by considering the action of â1 on the ground state |0>(1) which can be related to the action of the â2 & â2+ operators as follows:
â1|0>(1)=0→(cosh r â2+sinh r â2+)|0>(1)=0
To obtain the action of â2 & â2+ on the vacuum state |0>(1) it can be related to the basis sets {|0>(2)} through a power series perturbation expansion:
where only the even terms are included since the ground state has even symmetry. The power series expansion has a succinct exponential representation in anticipation of the solution. The constants α(r) and ƒ(r) are determined through normalization conditions and the actions of the operators on the exponential expression above:
to finally yield
The operator
is the squeeze operator which can be recast in the more familiar form
by using the Schwinger disentangling theorem.
Squeezing of a Resonator
In hyperpolarizing systems such as system 1 shown in
Starting with the LC resonator Hamiltonian
at time (t=0) and operators
as previously defined. When the impedance Z0 is changed suddenly to anew value Z(t), the Hamiltonian is given by, after letting (ℏ=1),
H(t) is now in a form to be diagonalized by a Bogoliubov-Valatin transform when the following substitutions are made
so that
The new operators {{circumflex over (b)}, {circumflex over (b)}+} in the diagonal frame are then expressed as
and S(t) is the squeeze operator:
Finally,
This Hamiltonian, in the original frame, can be written as
The time-dependence of the squeezing parameter is
When the squeezing modulation is turned off, the time-dependence goes to zero and the squeezing parameter reaches its final asymptotic value.
Enhanced Coupling of Spin-Ensembles to a Resonator
In hyperpolarizing systems, such as system 1 shown in
where N is the number of spins and Ĵz and Ĵ± represent the collective spin interactions.
The last two terms represent the interaction of the resonator with an external, larger environment such as a cryostat. A standard bosonic environment is assumed and represented by the set of modes {{circumflex over (d)}k+, {circumflex over (d)}k}. These interactions are given by
When the resonator is subjected to sudden mode or impedance changes, it is squeezed and the instantaneous Hamiltonian effectively transforms to
H(t)=S+(t)H0S(t)−iS+(t)Ŝ(t)=ω(t)â+â+ωsĴz+i{dot over (r)}(t)(â2−â+2)+gS+(t)(â++â)S(t)Ĵx+HE+S+(t)HSES(t).
Note that the resonator is now at the frequency ω(t) and the term i{dot over (r)}(t)(â2−â+2) is the time-dependent squeezing. When the squeezing modulation is turned off the time-dependence goes to zero and the squeezing parameter has reached its final asymptotic value. With the relations
the field operators (â++â) in the Hamiltonian transform to
S+(t)(â++â)S(t)=cosh[r(t)]â++sinh[r(t)]â+cosh[r(t)]â+sinh[r(t)]â+=er(t)(â+â).
Plugging this into the Hamiltonian results in
H(t)=ω(t)â+â+ωsĴz+ger(t)(â++â)Ĵx+HE+HSE(t)
revealing the exponentially enhanced spin-resonator coupling. The resonator-environment interaction is also enhanced as
Finally, after dropping the last term because it is exponentially suppressed
Therefore, squeezing the resonator through a sudden change in its mode or impedance does enhance the spin-resonator coupling, for example by squeezing cavity 12 in system 1 shown in
Dissipative Squeezing
As discussed above, by minimizing the mode volume and increasing the Q-factor of resonators, researchers have been successful at achieving strong spin-resonator coupling whereby the radiative relaxation dominates thermal relaxation mechanisms.
In the present invention, an exemplary object is to enhance the resonator coupling through squeezing, as shown for example in systems 1 and 3, and to reach regimes where the radiative processes dominate the thermal relaxation interactions.
The dissipative evolution of the hyperpolarizing systems, such as above-mentioned systems 1 and 3, without the broadband squeezing cavities 13, is governed by the Master equation and it is assumed to be Markovian so that the environment, be it the cryogen 14 or the molecular environment of the spin ensemble 10, is memory-less, and it does not influence the system. In the standard prescription of dissipative evolution, the full density matrix (the state of the system) is given by:
ρ=ρσ⊗ρc⊗ρR
where, ρσ is the density matrix for the spins (e.g., such as spin ensemble 10), ρc the cavity or resonator (e.g., such as squeezing cavity 12) and ρR the reservoir or environment (e.g., such as cryogen 14). ρ is initially assumed to be factorizable and the three subsystems are represented as being in a simple tensor product state. The Master equation is derived by moving into the triply rotating interaction frame of the system-environment and then tracing away the environment (reservoir) degrees-of-freedom:
ρs=ρσ⊗ρc=TrR{ρ}=TrR{ρσ⊗ρc⊗ρR}.
This is obtained as follows. First, the dynamics of the system is given by the Liouville-von Neuman equation:
The interaction frame transformation is implemented by the unitary-similarity transform:
U′=ei/ℏH′t
where H′ is a triply rotating frame
In the new frame we get
The transformed Hamiltonian is
Using the properties:
eiω
eiω(t)â+ât(â++â)e−iω(t)â+ât=[â+e−ω(t)t+âeiω(t)t]
and for the reservoir term
the interaction Hamiltonian can be written as (only keeping the energy conserving or flip-flop terms)
Note that fast terms (rotating-wave approximation (RWA)) have been dropped.
The difference frequencies that remain are
Δ=ωs−ω(t) & υk=gk−ω(t).
As is usual, the dynamical equation in the interaction frame can be integrated to second order, the reservoir traced away, the environment correlation functions calculated and leave for the reservoir portion a Lindblad form for the dynamics:
Having removed the reservoir degrees-of-freedom, we now focus on removing the cavity or resonator from the dynamics (sometimes called “adiabatic elimination of the cavity”), so we get the final Master equation for the reduced spin operators. In the ‘bad cavity’ limit (e.g., the regime where κ>>g), the cavity losses are greater than the coherent dynamics of the spins, and the spins irreversibly lose energy to the reservoir.
Further, given that the Lindbladian (2âρsâ−â+â{tilde over (ρ)}s−{tilde over (ρ)}sâ+â) makes calculations cumbersome, the complexity can be reduced by vectorizing the density matrix or working with superoperators
with
H=ger(t)[â+Ĵ−eiΔt+âĴ+e−iΔt]κ′=κe2r(t).
Removing the cavity implies transforming to the dissipator frame of the cavity
so
since
A standard method for eliminating the cavity dynamics is to use projection techniques. Accordingly
where [ ]→ρcTre[ ] and the equation above can be cast in the following integro-differential form:
To return to the original interaction frame, we first consider the reduced density matrix under the projection operation:′s(t)=ρcTrc[e−
s(t)]=Trc[e−
s(t)]⊗ρc.
Here, we invoked quantum channels and their adjoint properties. Since c+[Î]=0
e−s(t)]⊗ρc=
s(t)⊗ρc.
This allows us to write
Considering the integrand:
The dissipator acting on the density matrix will become
and further continuing this procedure
where the cyclic property of the trace operation was repeatedly used. Finally, the action of the dissipator on the Liouvillian becomes, following similar procedures
Trc[(t)e
(t−u)
s(t)ρc]ρc=Trc[e−
(t))
(t−u)
s(t)ρc]ρc=Trc([e−κ′u/2
(t)
(t−u)
s(t)ρc]ρc
since
The integro-differential equation will then take the form
After expanding the superoperators, it becomes
To solve this equation, we start by expanding the integrand:
In the Hamiltonian
H(t)=ger(t)[â+Ĵ−eiΔt+â+e−iΔt]
we define γ=ger(t) and recalling Δ=ωs−ω(t)=0 (i.e. resonance) let
A(t)=âe−iΔt & A+(t)=â+eiΔt
A(t−u)=âe−iΔ(t−u)=A(t)eiΔu & A+(t−u)=â+eiΔ(t−u)=A+(t)e−iΔu
so, the following terms in the integrand can be obtained:
where
Aα(t)=A+(t) & Aβ(t)=A(t)
Jβ=Ĵ− & Jα=Ĵ+
These terms are further expanded as follows:
where terms are defined as
and similar summation rules with the other terms. Using the cyclic property of the trace and the cavity correlation functions, all four terms can be collected:
where on resonance (Δ=0) these correlation functions reduce to
Therefore,
Lastly, we calculate the cavity correlations. The cavity, such as squeezing cavity 12 in the exemplary system 3, is in a squeezed thermal equilibrium state. Therefore, the cavity correlations are calculated as follows:
ρc→{tilde over (ρ)}cSq=S(t)ρTHS+(t)→<μ{tilde over (ρ)}cSq>≡Tr[S+(t)μS(t)ρTH] & μ={â+
With
the correlations become:
and recognizing terms like Tr[â+
The cavity average occupation is
Following the same procedure, then the remaining cavity correlations are:
To summarize:
Substituting these cavity correlation functions into the differential equation then yields an equation that can be written into the following Lindblad form (explicitly with, for example, the spin ensemble 10 only having eliminated the dependence on the squeezing cavity 12):
where
and
R=cosh[r(t)]Ĵ−+sinh[r(t)]Ĵ+.
The steady state solution results in an intelligent state
whereby a nonunitary squeezing transformation is part of the final state demonstrating that the spin ensemble state has been transformed to a squeezed spin ensemble 10. Therefore, the cavity squeezed state, for example for the squeezed cavity 12 in system 3, has been dissipatively transferred to the strongly coupled spin ensemble.
However, the final steady-state, a squeezed spin ensemble, such as spin ensemble 10 in system 3, is described by the cavity squeezing characteristics therefore placing the ensemble in a thermal state with mean photon number given by
<
These squeezing characteristics imply a highly mixed state even beyond the equilibrium Boltzmann distribution.
A time-dependent analysis is useful to ascertain the temporal characteristics. To that end, we expand the master equation and collect terms as follows:
Defining the constants
N={cosh2[r(t)]+sinh2[r(t)]}
M=cosh[r(t)]sinh[r(t)](2
we write
Now it is possible to obtain the diagonal population dynamics. Inspection of the above equation reveals that only the first two terms (e.g., the ones multiplying N+1 and N) involve populations while the last term (e.g., the one multiplying M) represents the coherences.
Their temporal evolution can be treated independently. Letting Pm(t)=(m|{tilde over (ρ)}σ(t)|m) for each subspace J of the state |J, m> (using the shorthand |J, m>→|m>)
we get
The terms are calculated as follows:
and
Therefore
where
Mm±=[J(J+1)−m(m±1)]
The result is a hierarchy of coupled rate equations. As stated above, the steady-state yields a distribution based on the characteristics of N and can be solved from the resulting two-term recursion relation. The temporal decay or buildup is governed by the constant
where γ=ger(t) as defined above. If the squeezing is not used, then the temporal evolution is characterized by g only and the population statistics is governed by
Squeezing Cavity Mediated Cavity Cooling
As shown for example in
The squeezing, for example performed by squeezing cavity 12 in system 3, while strongly coupling the spin ensemble 10, heats up the squeezing cavity 12 and consequently the spins in the spin ensemble 10. To cool them, coupling can be applied to another cavity, for example the broadband squeezing cavity 13, maintained at a cold temperature. The Hamiltonian for such a configuration can be written as follows:
where, as before, a standard bosonic environment (e.g., such as the cryogen 14) is assumed and represented by the set of modes {ĉk+, ĉk} for cavity â and {{circumflex over (d)}k+, {circumflex over (d)}k} for cavity {circumflex over (b)}.
Let's designate the â cavity as the squeezing cavity 12 and the {circumflex over (b)} cavity as the cold cavity 15 that couples the spins in the spin ensemble 10 to the cold load or cryogen 14. However, since the coupling gb is known to be weak, on the order of micro-Hertz and is unaffected by the squeezing, we can neglect its direct effect and focus on the indirect coupling through the electromagnetic coupling between the two cavities 12 and 15 encapsulated in their interaction Γ(â+{circumflex over (b)}+â{circumflex over (b)}+). As before, the squeezing on cavity â enhances the couplings to it and we get the following:
Further, let's consider the dispersive regime ωasqz<<ωb and
where Δ=ωb−ωasqz. In this regime, the two cavities are approximately diagonal, and we can transform the full H by Ud=exp[−ε(â+{circumflex over (b)}−â{circumflex over (b)}+)] to obtain an effective Hamiltonian. The operator Ud implements a Schrieffer-Wolff transform. The calculations will use the Baker-Campbell-Hausdorf (BCH) formula
for any two non-commutative Hermitian operators  & {circumflex over (B)} (i.e. [Â, {circumflex over (B)}] ≠0).
First, transforming the cavity coupling term:
Next, transforming the cavity-free Hamiltonians:
The cavity-only terms are now the sum of the transformed free and coupled Hamiltonians:
with
Therefore, the cavities â and {circumflex over (b)} are now in a diagonal frame accompanied by shifts in their energy states. The squeezing cavity â (e.g., squeezing cavity 12 in system 1 of
Finally, the effect of Ud on the squeeze enhanced channel of Hdampsqz can be calculated:
This shows that the squeezed coupling between the â and {circumflex over (b)} cavities induces a strong squeezed noise source in the cooling cavity {circumflex over (b)} detrimental to the cooling channel {circumflex over (b)}.
Induced Squeezed Noise Suppression
The induced squeezed noise, for example by squeezing cavity 12 in
This is achieved by applying a broadband squeezed reservoir ĉk (e.g., broadband squeezing cavity 13 in system 1 of
Such a squeezed reservoir in effect transforms a as follows:
â→âs=cosh[rφ(t)]â+eiφsinh[rφ(t)]â+
The phase is relevant and crucial in keeping track of the quadrature that is being squeezed. Putting the phase reference back in the original squeezing, the overall transformation becomes
with the constants as defined below
The corresponding reservoir correlations are therefore modified to
Focusing on the combined squeezing channels implies that this dissipator can be represented by the transformed squeezing characteristics as
To nullify the noise, we phase match by letting:
rθ(t)=rφ(t)=r
θ−φ=Φ
which implies
and keep only the effect of cavity {circumflex over (b)} on the damping of the spins
Moving into the free Hamiltonian co-frames further transforms Heff:
where
υa=ωs−Ωa; υb=ωs−Ωb & υk−ωs−gkd
As before, the damping channel can be represented by the Linbladian[{circumflex over (b)}]ρ=κa[2{circumflex over (b)}ρ{circumflex over (b)}+−{{circumflex over (b)}+{circumflex over (b)},ρ}] with κa∝gkd
The frequencies are adjusted so υb=0 and υa>>1. This ensures that the spins are dispersively and most importantly, non-resonantly coupled to the squeezing cavity â (e.g., squeezing cavity 12 in system 1 of
In this manner, conditions are created that strongly couple the spins through the squeezing cavity â to the cold cavity {right arrow over (b)} for the most efficient cooling. It is further assumed that the dominant loss channel is the b cavity that is connected to a cold load.
Under these conditions and the RWA approximation, we have the finally sought-after interaction for performing cavity cooling:
H′eff≈εγ({circumflex over (b)}+Ĵ−+{circumflex over (b)}Ĵ+)+[{circumflex over (b)}]
Solving the ensuing master equation by following the same procedure as the previous section results in
The population dynamics once again is obtained from Pm(t)=<m|ρ′eff(t)|m> for each subspace J of the state |J, m>. With the shorthand |J, m>→|m>, we get the dynamic balancing expression
where
Mm±=[J(J+1)−m(m±1)]
The steady state solution gives
[
which is a detailed balance equation with equal transition rates Mm±.
Therefore, the equal upward and downward transitions can be written:
(
Using the first of these and starting with the state, m=−J since m={−J, −J+1, . . . , +J}, we can recursively and using induction establish
To solve for P−J(∞), we use the normalization condition:
The sum on the right-hand side is a finite geometric series with
and is summed as
so that
Finally,
which implies that the spin ensemble, for example the spin ensemble 10 in system 1, is approaching the cavity temperature since the Boltzmann thermal distribution for the spins is given by
and the partition function is defined as
=Tr[exp(−β
)]
with=ℏωSĴZ
The probability of being in the mth energy level is
and the partition function trace is calculated as follows:
When the spins are on resonance with the cold cavity {circumflex over (b)}
This allows to write:
Therefore,
Thus, this verifies that the spin ensemble (e.g., 10 in system 1 of
The expectation of Ĵz can be calculated to view the temporal dynamics from another perspective:
To facilitate this calculation, we evaluate the terms
<ĴzĴ∓ρ′effĴ±>=<Ĵ±ĴzĴ∓ρ′eff>
<Ĵz{Ĵ±Ĵ∓,ρ′eff}>=<Ĵz(Ĵ±Ĵ∓ρ′eff+ρ′effĴ±Ĵ∓)>=<ĴzĴ±Ĵ∓ρ′eff+Ĵ±Ĵ∓Ĵzρ′eff>
Within the expectation value, the operators in the first term are reduced to:
where
and the operators in the second term reduce to
similarly
Ĵ±Ĵ∓Ĵz→Ĵ±Ĵ∓Ĵz=±E±
Letting
we can substitute these operators into the expectation value equation to get
This expression then clearly shows the time constant τ(2
at finite temperatures
Efficient Squeezed Noise Suppressed Cavity Cooling
As shown in the exemplary system 3 in
Following the same steps above with the squeezed noise suppression will cool the spins to the squeezing cavity â temperature.
The descriptions of the various exemplary embodiments of the present invention have been presented for purposes of illustration, but are not intended to be exhaustive or limited to the embodiments disclosed. Many modifications and variations will be apparent to those of ordinary skill in the art without departing from the scope and spirit of the described embodiments. The terminology used herein was chosen to best explain the principles of the embodiments, the practical application or technical improvement over technologies found in the marketplace, or to enable others of ordinary skill in the art to understand the embodiments disclosed herein.
Further, Applicant's intent is to encompass the equivalents of all claim elements, and no amendment to any claim of the present application should be construed as a disclaimer of any interest in or right to an equivalent of any element or feature of the amended claim.
Entry |
---|
Sinatra, Alice, Spin-Squeezed states for metrology, Appl. Phys. Lett. 120, 120501 (2022) (Year: 2022). |
Leroux et.al., Implementation of Cavity Squeezing of a Collective Atomic Spin, PRL 104, 073602 (2010) 2010 (Year: 2010). |
Schleieler-Smith, PhD Dissertation, Cavity-Enabled Spin Squeezing, Massachusets Institute of Technology, 2011 (Year: 2011). |
Number | Date | Country | |
---|---|---|---|
63236757 | Aug 2021 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 17821054 | Aug 2022 | US |
Child | 18174679 | US |