Abstract
The field of nonlinear optics has grown substantially in past decades, leading to tremendous progress in fundamental research and revolutionized applications. Traditionally, the optical nonlinearity for a light wave at frequencies beyond near-infrared is observed with very high peak intensity, as in most materials only the electronic nonlinearity dominates while ionic contribution is negligible. However, it was shown that the ionic contribution to nonlinearity can be much larger than the electronic one in microwave experiments. In the terahertz (THz) regime, phonon polariton may assist to substantially trigger the ionic nonlinearity of the crystals, so as to enhance even more the nonlinear optical susceptibility. Here, we experimentally demonstrate a giant second-order optical nonlinearity at THz frequency, orders of magnitude higher than that in the visible and microwave regimes. Different from previous work, the phonon-light coupling is achieved under a phase-matching setting, and the dynamic process of nonlinear THz generation is directly observed in a thin-film waveguide using a time-resolved imaging technique. Furthermore, a nonlinear modification to the Huang equations is proposed to explain the observed nonlinearity enhancement. This work brings about an effective approach to achieve high nonlinearity in ionic crystals, promising for applications in THz nonlinear technologies.
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Introduction
Nonlinear optics has led to numerous innovations in optics and photonics1,2, significantly advanced the technology developments in laser, spectroscopy, precision quantum metrology, and material analysis3,4,5,6,7,8,9. Recently, the field of terahertz (THz) nonlinear optics has emerged and provided powerful tools to manipulate and control solid-state materials, especially in complex condensed matter systems with strongly correlated electrons10,11,12. In 2018, it was demonstrated that graphene possesses extraordinarily high nonlinear susceptibility at THz frequency due to the presence of the hot Dirac fermions13, where nonlinear frequency conversion led to observation of the odd-order (third, fifth and seventh) terahertz harmonics. Difference-frequency generation (DFG) of THz waves has been reported by use of near-infrared input signal, which was generated in two different kinds of phase-matching conditions by a nanosecond Nd:YAG laser14. Although there have been significant efforts in enhancing optical nonlinearity at THz frequencies, such as through the THz Kerr effects and second-order nonlinear effects, using GaAs, lithium niobate (LN) or other materials12,15,16,17, nonlinear THz techniques and associated applications are far from mature. In fact, THz nonlinear optics is still at one of the very active and dynamically changing research frontiers.
During the past decades, many efforts have been initiated to enhance the optical nonlinearity. This typically involves increasing the pump intensity or confining the power into small regions, including the use of high-power lasers, ultrashort laser pulses, micro metal antennas, or high-quality microcavities18,19,20,21,22,23,24,25. However, the nonlinear processes in the THz frequency range are quite difficult to be initiated and implemented, because the peak electric field of the THz pulses generated with current technologies is still relatively low compared to that of optical laser pulses26. Meanwhile, the method of increasing pump intensity always brings the risk of destruction of the nonlinear materials. Therefore, improving the efficiency of nonlinear generation by enhancing the nonlinear susceptibility of the optical materials, rather than by merely increasing the laser peak intensity, becomes much desired for THz waves and other high-frequency light waves.
In recent years, it was largely realized that high mobility of the electrons could enhance nonlinear susceptibilities, and indeed strong nonlinear optical phenomena were observed in semiconductors27 as well as in different two-dimensional (2D) materials including graphene9,13,28,29, MoS230, and WSe231,32. Other mechanisms such as dipole coupling could also lead to such enhancement33,34. These studies mostly focused on high frequency electromagnetic waves beyond near-infrared where only the electronic nonlinearity contributes, because ions are too heavy to respond to such fast oscillations. The experimental study of strong ionic nonlinearity was actually dated back to 1971, when the corresponding nonlinear response was achieved in the microwave spectral range35. It was also demonstrated that the contribution of ionic nonlinearity is significantly superior to that of the electronic one. Therefore, a natural question arises: can the phonon polariton, a coupling state of optical phonon and THz wave36,37,38, be employed to trigger the ionic nonlinearity in the nonlinear crystals so as to enhance the optical nonlinearity at THz frequency?
In this article, we demonstrate experimentally a giant second-order nonlinear susceptibility at THz frequency, representing not only five orders of magnitude increase as compared to that for visible light but also three orders of magnitude larger than that for microwave. Different from the previous work on the THz generation through DFG process, both the input and output signals in our system are THz waves. Moreover, the dynamic process of nonlinear generation is directly observed in a thin-film waveguide using a time-resolved imaging technique. We emphasize that the nonlinearity enhancement achieved here is mainly attributed to the strong phonon-light coupling rather than merely from the ionic nonlinearities, and the giant second-order nonlinearity for DFG is realized under a phase-matching configuration by judicious design of the waveguide dispersion. Furthermore, we propose a nonlinear modification to the well-known Huang equations36,37 to explain the observed enhancement phenomenon, and show that the delocalized phonon polariton can significantly enhance the nonlinear susceptibility at THz frequency.
Results
Direct observation of the dynamic process of THz difference-frequency generation
In previous experiments, THz waves have been generated by using a femtosecond laser to pump a thin LN wafer39,40,41,42. However, since the laser pulses travel faster than the THz waves in LN, velocity mismatch emerges in the conventional setup41, which hampers the efficient generation of quasi-monochromatic THz waves. In our experiment, the design proposed by Lin et al is adopted and improved to generate the THz waves with two different frequencies simultaneously43. As shown in Fig. 1, a grating is placed in the beam path, whose first-order diffraction generates a tilted-wavefront at the entrance facet of the sample, shown by the red ellipsoid in Fig. 1a. Velocity matching is realized by carefully selecting the tilt angle α such that the projection of the laser velocity on the LN wafer equals to that of the THz waves. Figure 1a illustrates how the tilted-wavefront of the pump pulses matches that of the generated THz waves, and Fig. 1b shows the experimental setup (more details in Methods). The sample we used is a 50 μm-thick thin-film waveguide for THz waves44.
The theoretical dispersion relation for the effective-phase refractive index neff of the transverse electric (TE) LN waveguide modes is shown by the cyan curves in Fig. 2a44. Consider that a certain wavefront tilt angle α of the pump pulses is chosen, which determines the speed of c/tanα with which the overlapping region between the pump and LN waveguide is swept over the waveguide. Then, waveguide modes are excited and travel at a phase velocity of c/neff, matching the sweeping velocity. Therefore, the matching condition for the generation of multi-cycle THz waves can be given by neff = tanα43. Here, the angle α is set at 74° and the corresponding effective index is neff tanα = 3.38 Then, the zero and the first order waveguide modes are excited at their specific frequencies v0 and v1, respectively, as shown in Fig. 2a (higher-order modes are beyond the optical rectification envelop of pump laser). As both modes travel at the same phase velocity but with different frequencies (v0 and v1), their difference frequency can be generated by the nonlinear response of the medium.
The propagation of THz waves inside the LN waveguide causes a refractive index change in the LN wafer via the electro-optic effect (see in Methods)42,46,47. The probe beam is frequency-doubled to 400 nm and expanded to illuminate the entire sample. Then the probe beam is modulated after propagating through the LN wafer, and a corresponding phase shift is imparted proportional to the distribution of refractive index42. The phase-to-intensity conversion is accomplished by a phase-contrast imaging technique, so that the information could be collected by the CCD camera. The time delay between the pump and probe pulses is changed through moving the mechanical delay line, then the full spatiotemporal evolution of THz waves is obtained from the image sequence. Figure 2b shows the spatiotemporal propagation of the THz waves. By performing a 2D fast Fourier transformation to the spatiotemporal propagation function of the THz waves, the dispersion relation of the THz waves can be obtained, as shown in Fig. 2c. The THz wave profile (color mappings) matches well with the zero and first-order transverse electric (TE) modes of the LN waveguide (dashed green curves). Most importantly, the DFG signal is also observed, marked by a dashed red circle in Fig. 2c, which does not match any modes of the waveguide.
By choosing some characteristic snapshots from recorded Supplementary Movie 1, the entire process of the DFG can be directly visualized, as presented in Fig. 3, where Fig. 3a–d show the propagation patterns at 11, 22, 33, and 44 ps after the initial generation of the THz wave. In this system, the THz wave is not generated immediately after the pump laser pulse enters the sample, but it involves the entire process that lasts for about 10 ps (see in Supplementary Movie 1). During this process, the later-generated THz waves are superposed onto the former generated ones as they propagate, forming multi-cycle and quasi-monochromatic THz pulses44. The interaction length of the tilted-wavefront pump on the LN is estimated to be 0.89 mm, the distance that THz waves propagate in about 10 ps. Figure 3a, taken at 11 ps, presents the initial wave packet launched into the waveguide after the generation, where the two components with different frequencies are mixed in the same position. Then the two components gradually walk off due to the strong waveguide dispersion. Figure 3b, c shows the spreading of the wave-packet during propagation, which finally leads to an obvious separation between a faster low-frequency (LF) component and a slower high-frequency (HF) component. During this process, the phase-matching condition is satisfied because they both match with the pump laser, so the two components with central frequencies of v0 and v1 have identical phase velocity but different group velocities caused by the waveguide dispersion45. The identical phase velocity entails the observation and monitoring of the DFG signal, while the different group velocities lead to their walk-off in time, as shown in Fig. 3.
Calculation and experimental estimation of the giant second-nonlinear susceptibility
For further analysis, the electric field oscillations at four positions are presented in Fig. 4 as a function of time. Figure 4a presents the time-dependent signals obtained at the position of about x1 = 1.18 mm, x2 = 1.82 mm, x3 = 2.39 mm, and x4 = 3.44 mm. The coordinates of the positions are determined by setting x = 0 at the location where the generation of the THz waves is initially started. Figure 4b shows the pertinent Fourier transforms that reveal the spectral composition of the time signals. It can be seen that three frequency components essentially make up the total spectrum. When the THz waves reach position x1, the two dominant peaks can be observed: one centered around the frequency v0 ≈ 0.35 THz belonging to the zero-order mode, and the other centered around the frequency v1 ≈ 1.1 THz pertinent to the first-order mode. Furthermore, there emerges a peak in the spectrum centered at the difference frequency vd = v1−v0 ≈ 0.76 THz. This peak is of particular interest because it is the DFG signal of v0 and v1, which originates from the giant nonlinearity of LN. Here, the walk-off effect of the wave packets with central frequencies of v0 and v1 appears, since they have different group velocities due to the strong waveguide dispersion45. Therefore, at position x2 = 1.82 mm, the DFG mode decays significantly and exhibits an obvious high radiation loss. At position x3 = 2.39 mm, we can no longer see the DFG signal. In addition, all the modes are attenuated gradually with the propagation due to the frequency-dependent absorption in LN48. The DFG signal exhibits clearly a stronger dissipation because it is not supported by any modes of the waveguide. Additionally, the peak intensity of THz waves corresponding to frequency v0 does not follow the same trend of v1. Specifically, v1 decreases only, whereas v0 initially increases significantly and only starts to decrease between positions x3 and x4. This is due to that the material absorption is much higher for v1 than v048, and also the generation power of v0 and v1 is different, so the peak field intensity for v1 is much lower and also comes earlier than v0. The DFG power should be proportional to the product of v0 and v1, but it also suffers from material absorption and large waveguide attenuation. All of the factors account for a very complicated intensity variation of the THz waves, as shown in Fig. 4b.
The spectrum at position x1 = 1.18 mm is used to evaluate the nonlinear susceptibility in the experiment. As shown in Fig. 5a, each frequency component is fitted to a Gaussian function. Then, the electric field oscillation in the time domain of each frequency component is given by its inverse Fourier transform, as shown in Fig. 5b. The peak values of the electric fields for the three frequencies are A0(v0) = 3.289 × 106 V/m, A1(v1) = 1.713 × 106 V/m, and Ad(vd) = 0.935 × 106 V/m. These peak fields are chosen to make sure the evaluated value be a lower limit of the real nonlinear susceptibility, since it is difficult to choose real field intensities for the THz short pulses. Actually, it is nontrivial to calculate the second-order nonlinear susceptibility here as compared to that for the absorption-free bulk materials, because of the tricky waveguide dispersion and the strong frequency-dependent absorption of the LN material. In order to estimate the experimental value of the second-order nonlinear susceptibility χ(2), a custom model according to nonlinear optics was constructed which contains the pump laser generation of input THz waves with frequencies of v0 and v1, the mode attenuation of DFG frequency v1, and the absorption of LN materials. In the model, we considered two special aspects in our system: (i) The mode dispersion of the LN waveguide45 causes the major difference. On the one hand, the THz waves generated by the difference frequency vd = v1−v0 are not the eigenmodes, so they are not supported by the LN waveguide. On the other hand, the mode dispersion also causes a walk-off effect in time between THz waves with frequencies v0 and v1; (ii) The absorption of THz waves by the LN material also brings about some influence. Hence only the final result of |χ(2)|>1.58 × 10−6 m/V is shown in Table 1, while the complete calculation is given in the Supplementary Note 1. To be consistent, all the employed evaluations and approximations are so taken to make sure that the calculated nonlinear susceptibility shows a lower limit of the real value. Even so, the calculated value of χ(2) at THz frequency is at least five orders of magnitude larger than that for visible light and three orders of magnitude larger than that for microwave radiation. Generally, the second-order susceptibility is a tensorial quantity. In our experimental setup, considering that the input and output THz signals are all polarized along the z-direction, the notation “χ(2)” here represents the tensorial element \({\chi }_{333}^{\left(2\right)}\) of LiNbO3 crystal. Besides, additional results about pump-power dependence are provided and the pertinent results agree well with our expectation (see the Supplementary Note 2). Moreover, this result also shows remarkable advantages when compared with other common nonlinear optical materials, as seen in Supplementary Table 2. From Supplementary Table 2, it can be seen that the LiNbO3 crystal has the largests phonon-polaritons enhanced nonlinear susceptibility, many orders of magnitude larger than those of traditional semiconductor crystals, organic crystals, and metasurfaces.
Theroretical anaylsis of phonon-polariton enhanced nonlinearity with modified Huang equations
In order to give a clear explanation of the above observed nonlinear phenomenon, we employ classical nonlinear optics as the first principle. For the nonlinearity of electrons, the quantitative descriptions can be found in many textbooks1,2. The nonlinearity of ions can also be described in a similar way49, and a value without the contribution of phonon polaritons is easy to calculate. When the contribution of phonon polariton is involved under an external driving of the THz wave, the Lorentz oscillation model for lattices should be rewritten according to the Huang equations37,38,39, shown as follows
where the motion amplitude of ions is represented by x, with its electric charge and effective mass indicated by q and m, and ET(t) stands for the corresponding driving THz field. The strength of the damping force and the anharmonicity (i.e., the nonlinearity) are characterized by parameters γ and a, respectively. Here ω0 represents the eigen angular frequency of the ions, and ϵ0 is the permittivity of vacuum. In particular, the term b12E in Eq. (1a) represents the contribution of phonon polariton, where the values of the coupling coefficients are determined by \({b}_{12}={b}_{21}={\omega }_{0}\sqrt{{\epsilon }_{0}({\varepsilon }_{(0)}-{\varepsilon }_{(\infty )})}\), with ε(0) and ε(∞) stand for the low- and high-frequency relative permitivity of the material, respectively37,38,39. E shows the macroscopic electric field radiated by the ions. Equation (1b) describes the dependence of the polarization P on E field and x.
With the help of Maxwell’s equations, the polarization P can be eliminated from the above equations, and thus Eq. (1a, 1b) can be written as
Here, the conventional method in nonlinear optics is used1, and it is assumed that x = x0e−jωt and E = E0e−jωt with ω being the angular frequency of the driving THz field, where x0 and E0 are independent of t. The permeability of the vacuum is taken to be μ0 = 4π × 10−7 H/m when a non-magnetic material is considered. If the propagation of E in space is described as \({e}^{j\sqrt{{\varepsilon }_{(0)}}{kr}}\), the derivative of E to space can be eliminated as \({\nabla }^{2}E=-{\varepsilon }_{(0)}{k}^{2}E=-{\varepsilon }_{(0)}({\omega }^{2}/{c}^{2})x\). Then, the following equation can be obtained
Here, \(c=1/\sqrt{{\epsilon }_{0}{\mu }_{0}}\) indicates the light speed in the vacuum. From Eq. (3), it can be seen that \({b}_{12}E={\omega }_{0}^{2}x\). Substituting it into Eq. (2), the restoring force is canceled, as shown in Eq. (4).
This equation is known as the Drude dispersion equation, which indicates a remarkable delocalization of phonon-polaritons, since the restoring force is canceled from the Lorentz dispersion equation. The mobility of phonon-polaritons is comparable to that of the free electrons in a metal, which is described by the classical Drude dispersion model. This also suggests a theoretical framework to show why the obvious propagation of phonon-polaritons was experimentally observed40,45. By adding the phonon polaritons, the ionic nonlinearity can be significantly improved, which is very important for the remarkable enhancement of the nonlinearity at THz frequencies, as observed in our experiment.
The second-order nonlinear susceptibility can be calculated by the Miller’s rule46,50, and the Miller’s constant is given by
where the linear susceptibilities χ(1) can be calculated from Eq. (1a, 1b). By using the definition \(D({\omega }_{i})=-{\omega }_{i}^{2}-j{\omega }_{i}\gamma\), the linear susceptibility can be written as1
Here i = 1,2,3, j is the imaginary unit, N is the number of oscillators per unit volume, and ϵ0 = 8.85 × 10−12 F/m. In Eq. (5), the magnitude of the Miller’s constant is determined by
Under the assumption that the magnitudes of the harmonic and anharmonic terms in the potential energy should be equal when x is of the same order of magnitude as the lattice spacing1,46, we can get the parameter
Take the values for an LN crystal, ω0 = ωTO = 7.6 THz, which is the resonant frequency of the lowest order of transverse optical phonons. The values of the other parameters51,52 are N = 6.29 × 1027 m−3 and γ = 0.84 THz. The transverse optical phonons are considered as an A1 soft mode18, m+ = m(Nb5+) = 93 u, and m_ = 3m(O2−)+m(Li+) = 55 u, where 1 u =1.66 × 10−27 kg. The reduced mass is m = (m+m_)/(m++m_), and the charge q = 5e, where e = 1.60 × 10−19 C is the elementary charge. The second-order nonlinear susceptibility at THz frequency is calculated to be \(|{\chi }_{{\rm{pp}}}^{\left(2\right)}|=1.70\times {10}^{-5}\) m/V from Eqs. (4) to (8). In contrast, if only the ionic nonlinearity is considered but neglecting the phonon polaritons, the value can be simply calculated by the Lorentz model for the ions, which leads to \(|{\chi }_{{\rm{ion}}}^{(2)}|=8.0\times {10}^{-11}\) m/V. Clearly, our experimental result is much closer to \(|{\chi }_{{\rm{pp}}}^{\left(2\right)}|\) but orders of magnitude higher than \(|{\chi }_{{\rm{ion}}}^{(2)}|\), indicating that the phonon polariton does contribute and plays the major role for the observed THz nonlinearity.
We have presented a direct observation of the dynamic process of THz DFG in LN wafer, where the nonlinear susceptibility is found to be orders of magnitude larger than that in visible and microwave regimes. In our experiment, the signal from the DFG is selectively enhanced (compared with that from the SHG), and the corresponding nonlinear susceptibility was calculated based on the assumption that the effect of pump laser is totally ignored (see Supplementary Note 2 for details). This unusual phenomenon is explained by introducing a nonlinear modification to the classical Huang equations, providing also a theoretical explanation to the delocalization of phonon polaritons for the first time to the best of our knowledge. In the ionic crystal, the delocalized phonon polaritons can lead to a giant enhancement of the optical nonlinearity at THz frequency by increasing the ionic polarization. Although in our experiment, both the input and output THz signals are generated inside the crystal, this giant nonlinearity mediated by phonon polaritons still works when the THz waves are inputted from external sources, just as in quantum cascade lasers. Furthermore, using better monochromatic THz sources would obtain a higher efficiency because then the interaction distance could be much longer. Meanwhile, the system loss could also be reduced in a subwavelength waveguide, by a better waveguide mode design, or a better growing crystal. Such high nonlinearities may find valuable practical applications such as on-chip integration of THz waves. For example, the giant nonlinearity at THz frequency induced by phonon polaritons may be employed for the generation of THz supercontinuum spectra or THz frequency combs, which may find applications in numerous physical, chemical, and biological systems with characteristic THz fingerprints. In addition, the nonlinear susceptibility for high-frequency light can also be enhanced by delocalized phonon polaritons, because electrons could inherit immense nonlinearity from the delocalized phonon polaritons by coupling with them, which is useful for many applications including optical control of spin qubits in semiconductors. Moreover, the delocalized phonon polaritons may enable effective modulations to many properties of ionic crystals (such as in optomechanics, thermo-optics, electro-optics, and magneto-optics), as well as domain structures and phase transitions of ferroelectric/ferromagnetic crystals.
Methods
Generation of THz waves
The experiment is performed using a Ti: sapphire femtosecond laser system with a central wavelength of 800 nm, a repetition rate of 1 kHz, and a pulse duration of about 120 fs. The laser output is split into a pump pulse (450 μJ, beam radius of about 0.5 mm) and a probe pulse (frequency-doubled, 400 nm, 50 μJ, beam radius of about 8 mm), and they can be delayed relatively to one another to give a time resolution of about 100 fs for the time-resolved imaging system.
To generate two THz waves with different frequencies simultaneously, a grating with 1200 lines/mm is used to tilt the wavefront of the pump pulse, thus to match the first two orders of the waveguide modes. The grating is imaged at the entrance facet of the sample by directing the first-order diffraction through a single cylindrical lens with a focal length of 10 cm44.
The tilt angle α of the pulse on the sample surface depends on the angle of incidence of the pump beam onto the grating as well as on the magnification M of the imaging system. The angle of incidence is held constantly at 20°, which yields a tilt angle α1 = 46° for the first-order diffraction light. The magnification of the one-lens imaging system is varied by moving the grating and lens while keeping the location of the image plane fixed on the sample surface. The resulting tilt angle at the sample is given by the relation tanα = tanα1/M. The interaction length, determined by the pump spot size on the grating as well as the magnification, can achieve a very broad range44. To generate the THz waves, a magnification M = 0.31 is chosen here, which yields α = 74° and an effective refractive index of neff = 3.38.
Detection of THz waves
Generated THz wave propagates along the x direction. To visualize the THz field, a probe beam is used that is spatially filtered and expanded to illuminate the whole sample homogeneously42,51. Since LN is an electro-optical material, the THz wave would cause a refractive index variation Δn(x,z) when propagating in the waveguide. The probe beam propagates in y direction through the sample of thickness l and thereby gathered an integral phase-shift Δϕopt(x,z) in respect to the refractive index variation. The relation between the THz field ETHz(x,z) and the phase shift is given by42
where l is the thickness of the sample and λopt is the wavelength of the probe beam. Extraordinary polarization is chosen for the pump, probe and THz waves, to achieve an optimum THz signal. Accordingly, ne and r33 in Eq. (9) refer to the (extraordinary) refractive index and electro-optic coefficient of the LN crystal, respectively.
In order to visualize the phase-shift, a phase-contrast method is employed. This method involves imaging the sample onto a CCD camera using a 4f system with two achromatic lenses having a focal length of 10 cm and usage of a λ/4 phase plate in the Fourier plane (focal plane) of the system. The phase plate introduces a λ/4 phase shift to the zero-order diffraction component in the Fourier plane. Thus, the phase image is transformed into an intensity image with42,47,52
where I0(x,z) is the intensity distribution of the original probe beam (at Δϕopt = 0). Here, the field intensity of THz waves is very strong, so the specific value of Eq. (10) cannot be treated as a linear approxiamation40. Consequently, the phase in the sample can be obtained from
Therefore, the electric field intensity of the THz waves could be calculated according to the measurement of the probe intensity with and without THz waves.
Data availability
The data that support the findings of this study are available from Y.L. or Q.W. upon reasonable request.
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Acknowledgements
This work was funded by the National Natural Science Foundation of China (11974192, 61705013), the National Key R&D Program of China (2017YFA0303800), the Foundation of State Key Laboratory of Laser Interaction with Matter (SKLLIM1903), the 111 Project (B07013), and the Program for Changjiang Scholars and Innovative Research Team in University (IRT_13R29). We appreciate the helpful discussion with Prof. Weiping Zang and the constructive advice from Profs. Roberto Morandotti, Romano A. Rupp, and Dr. Alessandro Tomasino.
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Q.W. and J.X. provided the basic idea, Y.L., Q.Z. and Q.W. developed the concept, Y.L. and Q.Z. implanted the experiment and carried out the data analysis with the help of Q.W. and Z.C., Y.L., Q.W., Z.C., Q.Z., and X.L. wrote the paper, Q.W. and J.X. supervised the project.
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Lu, Y., Zhang, Q., Wu, Q. et al. Giant enhancement of THz-frequency optical nonlinearity by phonon polariton in ionic crystals. Nat Commun 12, 3183 (2021). https://doi.org/10.1038/s41467-021-23526-w
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DOI: https://doi.org/10.1038/s41467-021-23526-w
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