Introduction

Quantum coherence control in a lambda-type three-level optical ensemble has drawn much attention for various applications of quantum nonlinear optics over the last several decades, ranging from Kerr nonlinearity to quantum information, where a controlled coherence conversion (CCC) between optical and spin states plays a key role. Of them are electromagnetically induced transparency1,2,3, nondegenerate four-wave mixing (NDFWM)4,5,6,7,8,9,10,11, resonant Raman echoes6, ultraslow and stopped lights7,8,9,10, stationary lights11,12, Schrodinger’s cats13,14, entangled photon-pair generations15,16,17,18,19, quantum cryptography20, and photon echo-based quantum memories21,22,23,24,25,26,27,28,29,30,31,32,33. An essential requirement for the Raman-type nonlinear quantum optics is a long coherence time between two-ground (or spin) states3. In the study of photon echo-based quantum memories, CCC has been intensively studied recently to investigate the physical mechanism of collective phase manipulations of an ensemble21,22,23,29,30. The multimode storage capability is an intrinsic property of photon echoes and advantageous for mass information processing compared with single mode property in cavity quantum electrodynamics34, off-resonant Raman scattering15,16,17,18,19,20, single color center diamonds35,36,37, and even stopped lights7,8,9,10,11,12.

Since the first modified photon echo protocol was proposed for quantum memories in a spin homogeneous Doppler medium21, several methods have followed in the name of atomic frequency comb echoes24,25, gradient echoes26, and controlled double rephasing (CDR) echoes22,23,29 mostly in solid media. In quantum memories, both near perfect retrieval efficiency and ultralong storage time are the most important properties to be satisfied for recursive operations such as in circuit-based quantum computing38 and quantum repeaters for long-distance quantum communications39. The ultralong coherence time40,41,42 is also essential in magnetometry for ultrahigh sensitivity43,44. Although the CDR echo protocol satisfies both high retrieval efficiency and ultralong storage time, the optical pulse scheme is rather complex22,23,29. Moreover, CCC has never been discussed for a spin inhomogeneity in an optical ensemble, where most solid media are belong to this category. Although, CCC in a Doppler medium has opened a door to practical quantum optical memories with near perfect retrieval efficiency and longer storage time21, the same method cannot be applied to a non-Doppler solid ensemble24 simply because there is no π phase cancellation6,22,23,29,30, unless Raman rephasing is applied9, resulting in an absorptive coherence on the output photons. So far, there is no observation of quantum memory satisfying both near perfect retrieval efficiency and spin coherence-limited storage time, yet.

Unlike vastly studied alkali atoms for quantum nonlinear optics1,3,4,7,8,10,11,15,16,17,18,19,20,21,32,40,42, solid media such as rare-earth doped crystals2,5,6,9,13,14,22,23,24,25,26,27,28,29,30,31,41,45,46,47,48,49 and color center diamonds33,35,36,37,43,44 have an intrinsic property of spin inhomogeneity. In general, the spin inhomogeneity deteriorates optical nonlinear efficiency due to coherence dephasing9,24,30, so that such a solid ensemble has been strictly prevented from time-delayed operations such as photon storage unless rephrasing is involved9. Here, the so-called controlled echo is proposed, analyzed, and discussed for CCC in a spin inhomogeneously broadened solid ensemble for the first time. The controlled echo is also presented for a wavelength-convertible quantum memory satisfying both ultralong storage time and near perfect retrieval efficiency, where its retrieval mechanism is new with a succinct pulse scheme. Surprisingly the theoretical investigation of the present controlled echo-based quantum memory reveals that our conventional understanding on quantum coherence control is actually a special case, and thus it has misled quantum optics community working on solid media so far24,27,33. For this, a simple lambda-type three-level optical system is first investigated to derive the basic physics of quantum coherence control for the controlled echo in Figs 1 and 2. Then, a wavelength-convertible quantum memory is presented in a double-lambda-type four-level system in Fig. 3.

Figure 1
figure 1

Controlled echo in a spin inhomogeneously broadened three-level optical ensemble. (a) A lambda-type energy level diagram interacting with optical pulses. (b) Pulse sequence of (a). Resonant Raman rephasing pulse R is composed of equal Rabi frequency of A and B. The control pulse C is resonant for the transition of either \(|1\rangle -|3\rangle \) or \(|2\rangle -|3\rangle \). The pulse arrival time of A, B, R, and C is \({t}_{A}=1.0\,{\rm{\mu }}s\), \({t}_{B}=1.1\,{\rm{\mu }}s\), \({t}_{R}=10.0\,{\rm{\mu }}s\), and \({t}_{C}=19.0\,{\rm{\mu }}s\), respectively. Each pulse duration is 0.1 μs except for R at 0.01 μs. (c) and (d) Coherence and population evolutions for (a) and (b). Blue: Imρ33, Red: Imρ23, Green: Reρ12, Cyan: ρ22, Dotted: ρ33. (e) Numerical results when C is for \(|2\rangle -|3\rangle \) transition: ρ33 ρ11 at t > te, (19.1 μs). (f) Coherence evolutions of real components for two different access of C for (c) and (e) (overlapped). The detuning δj is for the jth detuned spin. All decay rates are zero except for phase relaxation rates γ31 = γ32 = 50 Hz. The spin inhomogeneous width (FWHM) of \(|1\rangle -|2\rangle \) transition is 170 kHz. The Rabi frequency of R is \({{\rm{\Omega }}}_{R}=100/\sqrt{2}\) MHz. The Rabi frequency ΩA, ΩB, and ΩC is 0.5, 5, and 5 MHz, respectively. All numbers in decay rates and Rabi frequencies are divided by 2π.

Figure 2
figure 2

Controlled echo calculations for resonant Raman data. (a)-(c) Numerical results of Fig. 1(c) when A and B in Fig. 1 form a resonant Raman pulse. All others are same as Fig. 1. Dotted: ρ33; cyan: ρ22; Red: Imρ23; Blue: Imρ13; Green: Reρ12. (d) Details of Fig. 1(c) to compare with (c). The pulse area of the data D is π, where the generalized Rabi frequency of D is \({{\rm{\Omega }}}_{D}=\sqrt{{{\rm{\Omega }}}_{A}^{2}+{{\rm{\Omega }}}_{B}^{2}}=5\,MHz\). ΩA = 0.5 MHz. All other parameters are the same as in Fig. 1.

Figure 3
figure 3

A wavelength-convertible controlled echo. (a) and (b) Energy level diagram and pulse sequence. The optical pulses C and D are for resonant Raman rephasing whose pulse area is 2π, and each Rabi frequency is \({{\rm{\Omega }}}_{C}={{\rm{\Omega }}}_{D}=100/\sqrt{2}\,{\rm{MHz}}\). The control Rabi frequency Cn is \({{\rm{\Omega }}}_{Cn}=5\,\mathrm{MHz}\). (cf) Numerical calculations, where Cn is for the transition \(|1\rangle -|4\rangle \) in (c) and (e), and \(|2\rangle -|4\rangle \) in (d) and (f). The dotted box in (c) is the same as the inset in (d). All decay rates are zero except for the optical homogeneous decay rates of 150 kHz. All other parameters are the same as in Fig. 1.

Figure 1a shows the energy level diagram of a typical lambda-type three-level optical medium, but the access of the control pulse C is counter-intuitive for the present controlled echo-based quantum memory, where the data pulse A is to be stored. This counter-intuitive control access is the essence of the controlled echo, where its physics investigation is the key task of the present paper. Figure 1b is the pulse sequence for Fig. 1a, and the Raman rephasing pulse R is composed of a balanced Raman pulse for \(|1\rangle -|3\rangle -|2\rangle \) transition for the control of spin coherent transients. The NDFWM signal e in Fig. 1c results from the light-matter interactions among optical pulses A, B, and C, where Raman rephasing by R play a key role. In spin homogeneous media such as alkali atoms4,7,8,10,11,15,16,17,18,19,20,21,32,40,42, however, the control pulse C must be the same as B, if they are collinear, for the transition \(|2\rangle -|3\rangle \) without R7,8,10,11,21, resulting in NDFWM signal e’ in the same frequency as A (see Fig. 1e).

To describe the basic physics of the controlled echo, first, analytic discussions are performed and then numerical demonstrations follow to prove them. According to the CDR theory22,23,29, the function of CCC is for the coherence conversion between optical and spin states by the control pulse B acting on the data pulse-excited population ρ33 on the excited state \(|3\rangle \):

$${\rho }_{13}\mathop{\to }\limits^{B(\pi )}{\rho }_{12}\,(\,=\,-\,i\cdot {\rho }_{13}),$$
(1)

where ρ33 is completely transferred onto an auxiliary ground state \(|2\rangle \) by B: \({\rho }_{33}\mathop{\longrightarrow }\limits^{B(\pi )}{\rho }_{22}\). Here, B(π) stands for a π pulse area of B. The successive CCC by the second control pulse C results in coherence inversion:

$${\rho }_{13}({t}_{C})=-\,{\rho }_{13}({t}_{A}),$$
(2)

where C is identical to B for the same transition. Equation (2) represents a correct understanding of conventional NDFWM process without rephrasing7,8. As a result, there is a π phase shift between the input and output21,22,23,29,30. Because the input pulse A must induce absorptive coherence ρ13(tA) via absorption process, the π-phase shift in equation (2) to the output represents emissive coherence. Thus, the output coherence either from a rephasing system applied by an identical control pulse set24 or from a doubly rephrased system27,33 must be also absorptive29 (see the Supplementary Information Fig. S1).

In a solid ensemble whose spin transition is inhomogeneous, however, the Raman rephasing by R is required as shown in Fig. 1b, otherwise the system is quickly dephased within spin T2*9,24,30. Here, I introduce new physics of controlled echo in Kerr nonlinear optics. By using equation (1) and the following Raman rephrasing by R [\({\rho }_{21}({t}_{C})={\rho }_{12}^{\ast }({t}_{B})]\), the NDFWM signal e at t = te in Fig. 1a is expressed by:

$${\rm{Pulse}}\,{\rm{B}}(|2\rangle -|3\rangle ):{\rho }_{12}({t}_{B})=-\,i{\rho }_{13}({t}_{A}),$$
(3)
$${\rm{Pulse}}\,{\rm{C}}(|1\rangle -|3\rangle ):{\rho }_{23}({t}_{e})=-\,i{\rho }_{21}({t}_{C})=-\,{\rho }_{13}({t}_{A}),$$
(4)

where the control access of C must be counter-intuitive for the transition \(|1\rangle -|3\rangle \) to work with the same transferred atom (ion) by B, satisfying no spontaneous emission-caused quantum noise. Here, equation (4) is the same as the conventional case in equation (2). Thus, the present controlled echo in Fig. 1 works for the quantum memory with emissive coherence under no population inversion via unitary transformation of Raman rephasing. By the way, if C is identical to B for the same transition9, the NDFWM signal e’ at t = te becomes:

$${\rm{C}}(|2\rangle -|3\rangle ):{\rho }_{13}({t}_{e})=-\,i{\rho }_{12}({t}_{C})={\rho }_{13}^{\ast }({t}_{A}),$$
(5)

where \({\rho }_{33}({t}_{e})\gg {\rho }_{22}({t}_{e})\), causing spontaneous emission noise (see Fig. 1e).

The controlled echo in equation (4) is now discussed in more detail for the coherent transients. By the first control pulse B, the transferred coherence ρ12 in equation (3) begins to evolve due to the spin inhomogeneity:

$${{\rm{\rho }}}_{12}({\rm{t}})=-\,i{{\rm{\rho }}}_{13}({t}_{A}){e}^{\pm i{\delta }_{j}t}:{t}_{B}\le t < {t}_{R},$$
(6)

where \({\delta }_{j}\) is the detuning of the jth spin from the two-photon line center, and tk is the ending time of pulse k. Here, the pulses A and B must be consecutive to neglect optical dephasing regardless of the optical inhomogeneity. By the Raman rephasing pulse R at t = tR, the completely dephased spin coherence ρ12(tR) starts to rephase:

$${{\rm{\rho }}}_{12}({\rm{t}}^{\prime} )=i{\rho }_{13}^{\ast }({t}_{A}){e}^{\pm i{\delta }_{j}(t^{\prime} -T)}:{t}_{R}\le t^{\prime} < {t}_{C},$$
(7)

where \({\rm{T}}\equiv ({t}_{R}-{t}_{B})=({t}_{C}-{t}_{R})\) and \(t^{\prime} =(t-{t}_{B})-T\). Therefore, at \({\rm{t}}={t}_{B}+2{\rm{T}}\), the rephrased spin coherence reaches at maximum value (spin echo) with a π/2 phase shift:

$${{\rm{\rho }}}_{12}({t}_{C^{\prime} })=i{\rho }_{13}^{\ast }({t}_{A}),$$
(8)

where \({t}_{C^{\prime} }\) is the arrival time of the pulse C. If the second control pulse C follows the conventional NDFWM process as in equation (2), the output e’ becomes:

$${\rho }_{13}(t^{\prime\prime} )=-\,i{\rho }_{12}({t}_{C}){e}^{-\frac{{t}^{^{\prime\prime} }}{{T}_{2}}}={\rho }_{13}^{\ast }({t}_{A}){e}^{-\frac{{t}^{^{\prime\prime} }}{{T}_{2}}}:t^{\prime\prime} \ge {t}_{C}$$
(9)

where \(\,t^{\prime\prime} =t-{t}_{C}\). The term \({e}^{-\frac{{t}^{^{\prime\prime} }}{{T}_{2}}}\) is due to optical dephasing, where T2 is replaced by the laser jitter-induced \({T}_{2}^{\ast }(\,\ll \,{T}_{2})\) in rare earth doped solids2,5,6,9,24,25,26,30. In equation (9), the output e’ is obviously violates quantum memory due to population inversion (\({\rho }_{33}\gg {\rho }_{11}\)). If there is no Raman rephasing as in ref.24, then, the output e’ still becomes absorptive due to the intrinsic optical rephrasing property25,31, which again violates the quantum memory (will be discussed elsewhere).

On the contrary, for the case of controlled echo in Fig. 1a, the final coherence for the NDFWM signal e becomes:

$${\rho }_{23}(t^{\prime\prime} )=-\,i{\rho }_{21}({t}_{C}){e}^{-\frac{{t}^{^{\prime\prime} }}{{T}_{2}}}=-\,{\rho }_{13}({t}_{A}){e}^{-{t}^{^{\prime\prime} }/{T}_{2}},$$
(10)

where \({{\rm{\rho }}}_{21}={\rho }_{12}^{\ast }\) and \({\rho }_{33}({t}_{C})={\rho }_{33}({t}_{A})\). Thus, the NDFWM signal e at t = te is described as:

$${\rho }_{23}({t}_{e})=-\,{\rho }_{13}({t}_{A}),$$
(11)

where \({\rho }_{33}({t}_{e})\ll {\rho }_{22}({t}_{e})\) due to the Raman rephrasing by R at t = tR. In equations (9) and (10), both NDFWM signals, e’ and e, represent the same emissive coherence, because all real components are zero at t = te (see the Supplemental Information Fig. S2). Thus, the present controlled echo in Fig. 1a is now analytically proved for a quantum memory protocol in a spin inhomogeneously broadened solid ensemble.

Figure 1c–f represent numerical results for the controlled echo in Fig. 1a: see Methods for details. Figure 1c is the numerical result of the controlled echo, where the control pulse access is counter-intuitive with respect to conventional one (see Fig. 1e). In Fig. 1c, the data pulse-excited coherence ρ13(tA) is transferred into spin coherence ρ12(tB) by the first control pulse B as discussed in equation (6) (see the inset in Fig. 1e). The maximally rephased coherence (ρ12*) by R is again coherently transferred by the second control pulse C, resulting in the emissive NDFWM signal e [Imρ23(te)] (see the red curve) under no population inversion, as discussed in equation (11).

The magnitude of e \((Im{\rho }_{23}\,(t\ge {t}_{e}))\) in Fig. 1c should decay down exponentially as a function of time by optical phase relaxation rate γ23 (1/T2). This decay is of course accelerated by optical inhomogeneous broadening. The excited state population ρ33 (see the dotted line) for e at t = te is exactly the same as that for A at t = tA (see the dotted line and the inset in Fig. 1d), resulting in no spontaneous emission-caused quantum noise. Figure 1d shows population evolutions for Fig. 1c, where the data A-excited population ρ33 (dotted curve/line) is fully transferred into state \(|2\rangle \) by B at t = 1.2. The function of R at t = tR is to swap the population between two ground states \(|1\rangle \) and \(|2\rangle \), resulting in spin rephasing5,6,9,48: \({\rho }_{11}\mathop{\longleftrightarrow }\limits^{R(2\pi )}{\rho }_{22}\) and \(\,{\rho }_{12}\mathop{\longrightarrow }\limits^{R(2\pi )}{\rho }_{12}^{\ast }\); For the physics of 2π pulse area of R, refer to refs6,48.

In contrast to Fig. 1c, Fig. 1e is for the conventional control pulse access to the transition \(|2\rangle -|3\rangle \), resulting in an emissive e’ output (Imρ13) at the same frequency as A for the transition \(|1\rangle -|3\rangle \)7,8,9,10. The emissive NDFWM signal e’ at \({\rm{t}}\ge {t}_{e}\) is, however, under population inversion as shown in Fig. 1e: ρ33 ρ11. Figure 1f shows the relation between equations (9) and (11). Thus, the present controlled echo theory is numerically proved for quantum memories.

Figure 2 represents numerical calculations for the case of resonant Raman data pulse D, where the optical pulses A and B in Fig. 1b are simultaneous5,6,48. The pulse area of A is kept the same as Fig. 1 for the consistency. For maximum coherence excitation, the Raman data pulse area should be ΦD = π, where \({{\rm{\Omega }}}_{D}=\sqrt{{{\rm{\Omega }}}_{A}^{2}+{{\rm{\Omega }}}_{B}^{2}}\) and \({{\rm{\Omega }}}_{A}\ll {{\rm{\Omega }}}_{B}\). Except for the Raman data D, all others are the same as in Fig. 1b. As shown in Fig. 2a, the controlled echo still works for the resonant Raman data for quantum memories. However, the excited population by the data pulse A is half-shelved in the excited state \(|3\rangle \), where ρ22 = ρ33 (see Fig. 2b). Because the coherence is induced by the population difference, e.g., \({\rho }_{12}\propto {\rho }_{22}-{\rho }_{11}\), the spin coherence reduction in the resonant Raman case is ~67% (see Fig. 2c and d). Although the reduced coherence itself by the atom shelving has nothing to with quantum fidelity, the shelved population on \(|3\rangle \) may deteriorate the read-out conversion efficiency by C. To avoid this matter, a double lambda-type four-level system may be used as in Fig. 3a, so that C pulse can circumvent the shelved population. The optical locking technique also gives a solution to avoid the shelving problem even for ultralong quantum memories48. In ref.48, quantum decoherence by spontaneous emission decay is negligible due to \({T}_{1}^{spin}\gg {T}_{1}^{optical}\), where the photon storage time is extended up to spin population decay time.

The Raman gradient-echo protocol based on off-resonant interactions may be free from the population shelving or population decay-caused quantum noises discussed in Fig. 232. Instead of the direct Raman rephasing, an oppositely polarized gradient electric field applied to the C transition functions the Raman rephrasing without population control32. For the case of multiple data pulses (As), however, the mandatory use of a long, single control pulse C induces at least 50% coherence loss due to unwanted coherence read-out for ‘OFF’ data pulse timing. Moreover, such a Raman gradient technique can never be applied to a solid ensemble due to the intrinsic spin inhomogeneity.

Figure 3 is an application of the present controlled echo for a wavelength-convertible quantum memory in a double lambda-type four-level solid medium whose spin transition is inhomogeneouly broadened. For this, an extra state \(|4\rangle \) is simply added in Fig. 1a. Unlike Fig. 1, the resonant Raman rephasing pulse R composed of balanced C and D is applied for the transition \(|1\rangle -|4\rangle -|2\rangle \), so that any potential defect by the shelved atoms on state \(|3\rangle \) can be removed on the coherence recovery process. The frequency difference between A and e is the origin of the frequency up- or down-conversion. The control pulse (Cn) access is for the transition \(|1\rangle -|4\rangle \) and results in the photon signal e, resonant between states \(|2\rangle \) and \(|4\rangle \). Here it should be noted that the control pulse Cn must be resonant to maximize the coherence conversion process as shown in most quantum memory cases7,8,9,10,15,16,17,18,19,20,21,22,23,28,29,30, where preliminary NDFWM generation in a double-Λ solid medium of Fig. 3 has been observed in a cw scheme49. The Rabi frequency ΩA of the data pulse A in Fig. 3 is decreased by a factor of \(\sqrt{2}\) for the purpose of comparison with Fig. 1. As a direct result, the coherence excitation by A is also decreased by \(\sqrt{2}\) as shown in Fig. 3c (see also the inset in Fig. 3d). Either for \(|3\rangle \) or \(|4\rangle \), a resonant Raman pulse deals only with two-photon coherence between the two ground states \(|1\rangle \) and \(|2\rangle \), resulting in the same spin rephasing result. The retrieved photon signal e must satisfy Kerr nonlinear optics among pulses A, B, and Cn, resulting in up- or down-conversion depending on the relative energy level of \(|2\rangle \).

In contrast to Fig. 3c, the control pulse (Cn) access is applied for the transition \(|2\rangle -|4\rangle \) in Fig. 3d, which is conventional as in Fig. 1e. The resultant coherence of the NDFWM signal e’ is, however, under population inversion (ρ44 ~ 1 at t = te′). Even if such an inverted echo signal may be useful for classical applications of associative memories50, the potential quantum noise from ρ44 should prevent Fig. 3d from quantum memories. The relation between equations (9) and (11) is also numerically demonstrated in Fig. 3e and f for the signals e’ and e in Figs. 3c and d, respectively. This proves again a clear distinction between rephasing-based quantum memories and the present controlled echo: ρ* vs. −ρ. Thus, the present wavelength-convertible quantum memory protocol in a resonant four-level solid system can be used for multimode quantum wavelength conversion, which is essential for future spectral division multiplexing in quantum networks.

For the near perfect retrieval efficiency in the present controlled echo quantum memory, the control pulse propagation directions must be opposite each other21,30, so that a backward echo signal e can be generated by the following phase matching conditions:

$${\omega }_{e}=-\,{\omega }_{A}+{\omega }_{B}+{\omega }_{C(Cn)},$$
(12)
$${{\boldsymbol{k}}}_{e}=-\,{{\boldsymbol{k}}}_{A}+{{\boldsymbol{k}}}_{B}+{{\boldsymbol{k}}}_{C(Cn)},$$
(13)

where \({\omega }_{j}\) (kj) is the angular frequency (wave vector) of pulse j, and the subscript ‘e’ stands for the controlled echo. Although a perfect collinear scheme between A and e cannot be satisfied due to \({{\boldsymbol{k}}}_{B}+{{\boldsymbol{k}}}_{Cn}\ne 0\)30, the wavelength deviation among them is negligibly small at 10−8 for most rare-earth doped solids46. Thus, the refractive index-dependent phase walk-off is also negligibly small at far less than π as experimentally demonstrated5,6,9,30. This flexible NDFWM offers a great advantage in echo-based quantum memories for spatial multiplexing. According to the theory21 and experimental observations30, a near perfect retrieval efficiency ηe can be achieved for the backward controlled echo scheme even for an optically thick ensemble45: \({\eta }_{e}={(1-{e}^{-\alpha l})}^{2}\). Here, the higher optical depth (αl) is actually necessary for the single write- and read-out process, otherwise an optical cavity is needed sacrificing bandwidth. The above phase matching conditions can also be expanded for light polarizations.

In conclusion, a wavelength-convertible quantum memory protocol based on controlled echo was introduced, analyzed, and discussed for a spin inhomongeneously broadened double lambda-type four-level optical ensemble. Unlike alkali atoms whose spin transitions are homogeneous, the control pulse access in a spin inhomogeneous solid ensemble must be counter-intuitive to avoid spontaneous emission-caused quantum noises. In the present study, quantum coherence control in a spin inhomogeneously broadened solid ensemble was explicitly analyzed and discussed to elucidate the basic but novel physics of ensemble phase control for both quantum coherence conversion and Raman rephasing, resulting in near perfect, ultralong, and emissive photon echoes without quantum noises. With a backward control pulse set and balanced Raman rephasing, the retrieval efficiency can be near perfect due to the absence of echo reabsorption, and the photon storage time can be extended up to the spin homogeneous decay time. Here, the spin homogeneous decay time can be as long as minutes or even hours in rare-earth doped solids under external magnetic fields41. Moreover, the present controlled echo scheme is simple in configuration and applicable to spectral and spatial multiplexing in all-optical quantum information processing in the future quantum networks. In magnetometry, sensing ability increases by a factor of T2/T2*44, where T2 can be extended by several orders of magnitude in the present controlled echo. The present research sheds light on potential quantum memory applications in various quantum information areas such as scalable qubit generations, recursive operations, sensing, and quantum repeaters for long-distance quantum communications.

Methods

For the numerical calculations, total sixteen time-dependent density matrix equations are solved for a four-level ensemble medium in an interacting Heisenberg picture under rotating wave approximations51: \(\frac{d\rho }{dt}=\frac{i}{\hslash }[H,\rho ]-\frac{1}{2}\{{\rm{\gamma }},\rho \}\), where ρ is a density matrix element, H is Hamiltonian, and γ is a decay parameter. In the calculations, 99.55% of the Gaussian distribution is taken for total 201 distributed spin groups at 2 kHz spacing, where the spectral spin inhomogeneous width (FWHM) is set at 170 kHz. Here, the exaggerated spin bandwidth (x30) is only to save computer calculation time. Those 201 spectral groups are calculated for the time domain and summed up for all spectral groups. For the optical transition, optical inhomogeneity is neglected because it does not violate physics of Raman coherence nor affect the result, unless optical pulse delay between A and B is given. The following equations are for the coherence terms of \({\dot{\rho }}_{ij}\) in a four-level system interacting with three resonant optical fields:

$$\frac{d{\rho }_{12}}{dt}=\frac{i}{2}[{{\rm{\Omega }}}_{1}{\rho }_{32}-{{\rm{\Omega }}}_{2}{\rho }_{13}+{{\rm{\Omega }}}_{3}{\rho }_{42}-{{\rm{\Omega }}}_{4}{\rho }_{14}]-i{\delta }_{12}{\rho }_{12}-i({\delta }_{2}-{\delta }_{1}){\rho }_{12},$$
(14.1)
$$\frac{d{\rho }_{13}}{dt}=\frac{i}{2}[{{\rm{\Omega }}}_{1}({\rho }_{33}-{\rho }_{11})-{{\rm{\Omega }}}_{2}{\rho }_{12}]-i{\delta }_{1}{\rho }_{13}-{\gamma }_{13}{\rho }_{13},$$
(14.2)
$$\frac{d{\rho }_{14}}{dt}=\frac{i}{2}[{{\rm{\Omega }}}_{3}({\rho }_{44}-{\rho }_{11})-{{\rm{\Omega }}}_{4}{\rho }_{12}]-i{\delta }_{3}{\rho }_{14}-{\gamma }_{14}{\rho }_{14},$$
(14.3)
$$\frac{d{\rho }_{23}}{dt}=\frac{i}{2}[{{\rm{\Omega }}}_{2}({\rho }_{33}-{\rho }_{22})-{{\rm{\Omega }}}_{1}{\rho }_{21}]-i{\delta }_{2}{\rho }_{23}-{\gamma }_{23}{\rho }_{23},$$
(14.4)
$$\frac{d{\rho }_{24}}{dt}=\frac{i}{2}[{{\rm{\Omega }}}_{4}({\rho }_{44}-{\rho }_{22})-{{\rm{\Omega }}}_{3}{\rho }_{21}]-i{\delta }_{4}{\rho }_{24}-{\gamma }_{24}{\rho }_{24},$$
(14.5)
$$\frac{d{\rho }_{44}}{dt}=\frac{i}{2}[{{\rm{\Omega }}}_{3}({\rho }_{14}-{\rho }_{41})+{{\rm{\Omega }}}_{4}({\rho }_{24}-{\rho }_{42})]-({{\rm{\Gamma }}}_{41}+{{\rm{\Gamma }}}_{42}){\rho }_{44},$$
(14.6)

where the interaction Hamiltonian matrix H is given by:

$${\rm{H}}=-\,\frac{\hslash }{2}[\begin{array}{llll}-2{\delta }_{1} & 0 & {{\rm{\Omega }}}_{1} & {{\rm{\Omega }}}_{3}\\ 0 & -2{\delta }_{2} & {{\rm{\Omega }}}_{2} & 0\\ {{\rm{\Omega }}}_{1} & {{\rm{\Omega }}}_{2} & -2{\delta }_{3} & 0\\ {{\rm{\Omega }}}_{3} & 0 & 0 & 0\end{array}].$$
(15)

here Ω13) is the Rabi frequency of the optical field between the ground state \(|1\rangle \) and the excited state \(|3\rangle \) (\(|4\rangle \)), and Ω24) is the Rabi frequency of the optical field between the ground state \(|2\rangle \) and the excited state \(|3\rangle \) (\(|4\rangle \)). The δ1, δ2, and δ3 are the atom detuning from the resonance frequency for Ω1, Ω2, and Ω34), respectively. For visualization purpose and simplification, all decay terms are neglected except for the optical phase relaxation rates γij.

The optical pulse duration is set at 0.1 μs, otherwise specified. The time increment in the calculations is 0.01 μs. Initially all atoms are in the ground state \(|1\rangle \) (\({\rho }_{11}(0)=1\)), and thus all initial coherence is \({\rho }_{ij}(0)=0\), where i (j) = 1, 2, 3, 4. The program used for the numerical calculations is time-interval independent, so that there is no accumulated error depending on the time interval settings. The corresponding Rabi frequency is set at \(\frac{100}{\sqrt{2}}\) MHz for the pulse duration of 0.01 μs to satisfy a 2π pulse area.