Design rules for strong electro-optic materials


The explosive rise of silicon photonics has led to renewed interest in the electro-optic (EO) or Pockels effect due to its potential uses in many next generation device applications. To find materials with a strong EO response in thin film form, which are essential for low power and small footprint devices, one needs to find a general design rule for strong Pockels materials. To elucidate what makes the Pockels effect strong, we study the effect in LiB3O5 (LBO) and CsB3O5 (CBO) and use these materials as prototypical examples of where conventional wisdom breaks down. We find the Pockels tensor components to be extremely small in both materials, despite the large degree of anharmonicity in the crystals, which has been used as a proxy for the presence of nonlinear electronic effects. We relate the lack of EO response to the large optical phonon frequencies (despite the relatively large Raman susceptibility) in LBO and to the small Raman susceptibility (despite the low phonon frequencies) in CBO, respectively. We shed light on the underlying physical phenomena behind the Raman susceptibility, which we find to be intimately linked to the electron–phonon coupling strength of the near-edge electronic states, and identify a route to discovering new strong EO materials.


The remarkable ability of a noncentrosymmetric crystal to change its index of refraction in response to an applied electric field, known as the Pockels effect1, has been the subject of increasing study in recent years due to its potential to facilitate high-speed, low-power electro-optical modulation in integrated photonics applications2,3,4,5,6, including intrachip data transmission, neuromorphic logic optical chips7, and photonic integrated circuits for quantum computing8,9. Being linear in the field, the Pockels, or linear electro-optic (EO), effect coexists with the much smaller Kerr effect10 (which is the second order in the field) and with second harmonic generation (SHG). The Pockels effect is most commonly used for optical modulation in the telecommunications industry, where LiNbO3 (LNO), with an unclamped Pockels coefficient of r51 = 33 pm/V11, is the current “gold standard” material1,12,13. Due to the complexity of integrating LNO14,15,16,17 on Si, however, perovskite titanates have recently become the primary subjects of both theoretical18,19,20,21,22 and experimental7,17,23,24,25,26,27,28,29,30,31,32 studies on the use of the Pockels effect in Si photonics. The main focus of these efforts has been BaTiO3 (BTO), due to its integrability with Si (001)27,28,33 and its very large unclamped Pockels effect (r42 = 1300 pm/V34), which can retain bulk-like values even in thin films7.

It is of paramount importance to find materials with large Pockels responses in order to decrease the power consumption and/or size of integrated EO devices. However, because it is not currently clear what mechanism drives the extremely high response of BTO as compared to other materials, the search for potentially better alternatives has so far proceeded rather empirically.

Recent theoretical studies of the Pockels effect in perovskite titanates18,19,20 offer a systematic way forward. Fredrickson et al.19 explored strain engineering in BTO. They found critical biaxial strains at which the Pockels response diverged and specific phonon modes went soft. Hamze and Demkov18 studied the same phenomenon in strained SrTiO3 (STO), and through the analyses of mode Grüneisen parameters related anharmonicity (soft modes) to an emergent EO response35,36. Paillard et al.20 reported similar behavior in the EO response of strained PbTiO3 (PTO). These crystals all have in common soft phonons and large crystal anharmonicity. A 1-D anharmonic oscillator model of the Pockels effect37 shows the Pockels parameter is directly proportional to the coefficient of the anharmonic force term, reinforcing the assumed relationship between anharmonicity and the EO response. Noticing that, in these materials, the Pockels effect is dominated by the lattice, the appropriate figure of merit is the ratio of the Raman susceptibility and square of the phonon frequency. One may therefore infer the following design rule: highly anharmonic, noncentrosymmetric crystals should exhibit a large Pockels effect.

Crystal anharmonicity is often associated with large thermal expansion coefficients. In Table 1, we list a selection of noncentrosymmetric crystals and their material properties. BTO, STO, and PTO all have large thermal expansion coefficients, as do many other strong Pockels materials. Therefore, an ideal candidate to test the proposed design rule is LiB3O5 (LBO). Though there are no reported Pockels measurements of LBO (Fig. 1), it is a commonly used nonlinear optical crystal38 with many favorable optical properties39,40 and it boasts a thermal expansion coefficient an order of magnitude larger41,42 than that of BTO, STO, or PTO.

Table 1 Physical properties of known EO materials.
Fig. 1: LiB3O5 crystal structure.

The crystal structure of LBO. Its space group is Pna21 and its structure41,127,128 consists of a helical network of B3O7 rings that share one of their oxygen atoms with neighboring B3O7 groups. Two of the B atoms threefold coordinated and one is fourfold coordinated. The Li atoms reside in the voids of the B3O7 helices, which are along the c-axis. a Unit cell of LiB3O5 (at room temperature41), and b the B3O7 rings that make up the helical chains.

In this article, using first principles calculations, we set out to identify the microscopic origin of a material’s large Pockels response. Our calculations have uncovered a deeper, more complex physics than previously demonstrated. Contrary to our initial expectations, LBO has a very weak Pockels response due to the low atomic mass of Li leading to high phonon frequencies. We attempt to induce a stronger response by softening the modes through replacement of the light Li atoms with much heavier Cs atoms by considering the related CsB3O5 (CBO) crystal. This successfully softens the phonon modes but does not improve the Pockels response, thereby highlighting the importance of a different property, the Raman susceptibility, a connection originally pointed out by Johnston and Kaminow43,44. We contrast our results for the LBO and CBO to previous work on strained STO and, using a simple tight-binding model, associate large Raman susceptibilities with the deformation potential of the material. Now, our refined design rule states that in addition to the absence of inversion symmetry, a large Raman susceptibility (strong electron–phonon coupling) and soft phonons are essential ingredients to produce a large EO response.


Theoretical framework

All calculations are performed within density functional theory (DFT) using ABINIT45,46,47,48,49,50,51 and follow the theoretical framework developed by Veithen et al.49 (see the “Methods” section for details). Macroscopically, the Pockels coefficient r relates the change in the index of refraction to an applied electric field as \(n\left( E \right) = n_0 - \frac{1}{2}rn_0^3E\), where n0 is the index of refraction under no field1. In a crystal, a modulating electric field can couple directly to the electrons, to the lattice, or can cause a lattice modulation via the inverse piezoelectric effect. Therefore, in general, one can write the change of the dielectric tensor in response to the external field as52

$$\frac{{d{\it{\epsilon }}_{ij}}}{{dE_k}} = \mathop {\sum }\limits_{mn} \frac{{\partial {\it{\epsilon }}_{ij}}}{{\partial \pi _{mn}}}\frac{{\partial \pi _{mn}}}{{\partial E_k}} + \mathop {\sum }\limits_l \frac{{\partial {\it{\epsilon }}_{ij}}}{{\partial P_l}}\frac{{\partial P_l}}{{\partial E_k}} + \frac{{\partial {\it{\epsilon }}_{ij}}}{{\partial E_k}}.$$

Here, π is strain and P is the ionic polarization. The last term is the direct effect of the applied field on the polarizability, and only electrons can respond at the optical probing frequency; this is SHG \(\left( {\chi ^{(2)}} \right)\). The first term describes the effect of strain caused by the applied field and is present at low modulating frequencies—this is the unclamped response, meaning the lattice has time to deform in response to the applied field, and it can be neglected at high modulating frequencies. The second term is the so-called ionic or lattice contribution to the EO response and is at the center of our study.

Microscopically, the Pockels coefficient is a tensor \(r_{ijk}\) that relates the change in the ij component of the inverse dielectric tensor of a noncentrosymmetric crystal to a static, external electric field applied in the k-direction10,49,53

$${\mathrm{\Delta }}\left( {{\it{\epsilon }}^{ - 1}} \right)_{ij} = \mathop {\sum }\limits_k r_{ijk}E_k.$$

There are three contributions to the Pockels tensor: an electronic component, an ionic component, and a piezoelectric component due to the converse piezoelectric effect49. These three components are given by (in the principal axes of the crystal)49

$$r_{ijk}^{{\mathrm{piezo}}} = \mathop {\sum }\limits_{\mu ,\;\nu = 1}^3 p_{ij\mu \nu }d_{k\mu \nu },$$
$$r_{ijk}^{{\mathrm{ion}}} = - \frac{{4\pi }}{{\sqrt {{\mathrm{\Omega }}_0} n_i^2n_j^2}}\mathop {\sum }\limits_m \frac{{\alpha _{ij}^mp_{m,\;k}}}{{\omega _m^2}},$$
$$r_{ijk}^{{\mathrm{el}}} = - \left. {\frac{{8\pi }}{{n_i^2n_j^2}}\chi _{ijl}^{\left( 2 \right)}} \right|_{l = k},$$

where n is the index of refraction, \(\chi _{ijl}^{\left( 2 \right)}\) is the nonlinear optical susceptibility, Ω0 is the volume of the unit cell, and \(\alpha _{ij}^m\), \(p_{m,k}\), and ωm are the Raman susceptibility, the mode polarity, and the frequency of the mode m at the Γ point, respectively, \(p_{ij\mu \nu }\) is the elasto-optic (photoelastic) tensor, and \(d_{k\mu \nu }\) is the piezoelectric tensor. Equations (35) are the microscopic forms of the first, second, and third terms in Eq. (1), respectively. The Raman susceptibility and mode polarity are given by

$$\alpha _{ij}^m = \sqrt {{\mathrm{\Omega }}_0} \mathop {\sum }\limits_{\gamma ,\;\beta } \frac{{\partial \chi _{ij}^{\left( 1 \right)}}}{{\partial \tau _{\gamma \beta }}}u_m\left( {\gamma \beta } \right),$$
$$p_{m,k} = \mathop {\sum }\limits_{\gamma ,\beta } Z_{\gamma ,k\beta }^ \ast u_m\left( {\gamma \beta } \right),$$

where γ labels an atom, β labels a direction, τγβ is a displacement of atom \(\gamma\) in direction \(\beta\), \(\chi _{ij}^{\left( 1 \right)}\) is the electronic dielectric susceptibility tensor, \(Z_{\gamma ,k\beta }^ \ast\) is the Born effective charge, and \(u_m\left( {\gamma \beta } \right)\) is the eigendisplacement of atom γ in direction β in mode m (which relates to the eigenvector by a factor of \(1/\sqrt {M_\gamma }\), where Mγ is the mass of atom γ). The total Pockels tensor is grouped into two parts, a strain-free (clamped) part and a stress-free (unclamped) part. The clamped Pockels tensor \(r_{ijk}^\eta\) is the sum of the electronic and ionic contributions, and the unclamped tensor \(r_{ijk}^\sigma\) adds the piezoelectric contribution

$$r_{ijk}^\eta = r_{ijk}^{{\mathrm{el}}} + r_{ijk}^{{\mathrm{ion}}},$$
$$r_{ijk}^\sigma = r_{ijk}^{\eta} + r_{ijk}^{{\mathrm{piezo}}}.$$

Note that we use Voigt notation10 to collapse the first two indices when reporting our predictions of the Pockels tensor.

In our analysis of the crystal anharmonicity, we make use of isotropic mode Grüneisen parameters35 (Eq. (S1))—a brief overview of how to compute them is provided in the Supplementary information. Finally, we also calculate deformation potentials54,55,56, which give a measure of the electron–phonon coupling, for select phonon modes. The deformation potential dm for optical phonon m is defined by the change in the energy of the conduction band minimum (CBM) EC under displacements of the ionic positions according to the phonon mode m with amplitude δm

$$d_m^C = \frac{{\partial E_C}}{{\partial \delta _m}}.$$

Therefore, once the deformation potential is known, the change of the CBM can be calculated for a given phonon amplitude as \({\mathrm{\Delta }}E_C = d_m\delta _m\). An analogous expression can be defined for the valence band maximum (VBM), which can then be added to the expression for the CBM to give the change in the band gap. However, because we set the VBM to zero in our calculations, we only consider the CBM. The larger the deformation potentials for the CBM and VBM are for a given phonon mode, the larger the change in the band gap under atomic displacements.

LBO and CBO Pockels tensors

The five largest components of the Pockels tensor for LBO, broken into electronic, ionic, and piezoelectric contributions, are listed in Table 2. The predicted values are extremely small.

Table 2 EO tensor components of LBO, CBO, and strained STO.

Comparing the components, we see that the ionic contribution is of the same order as the electronic and piezoelectric contributions, despite the extraordinary anharmonicity of the LBO crystal. Recall from Eq. (4), however, that the ionic contribution is inversely proportional to phonon frequencies at Γ, squared. The large phonon frequencies in LBO (Table S1), an order of magnitude larger than those in perovskite titanates18,19,20, suppress the EO response. How do these high phonon frequencies coexist with the large thermal anharmonicity? A high-temperature X-ray powder diffraction study41 of the thermal expansion of LBO found the driving mechanisms behind the thermal expansion in LBO to be large oscillations of the Li atom along the a-axis, the increasing separation of the B3O7 chains comprising the c-oriented helices (leading to the large thermal expansion in the a- and b-directions), and the collapse of a B–O–B angle linking different chains (leading to the compression in the c-direction). Furthermore, the frequency of oscillation is proportional to \(1/\sqrt m\). The heaviest atom in LBO is oxygen, which is tightly bonded to the B atoms. In contrast, in perovskite titanates18,19,20, the most anharmonic mode (and the mode responsible for the large Pockels responses) is associated with a ferroelectric phase transition and involves displacement of a much heavier Ti atom. The mechanism underlying the anharmonicity of perovskite titanates is therefore quite different from LBO. Therefore, when the phonon mode driving the thermal expansion is a high-frequency mode, the simple association between strong Pockels response and anharmonicity breaks down.

Given these differences between LBO and the perovskite titanates, can the LBO crystal’s Pockels response be enhanced? We calculate the Grüneisen parameters of the ten softest optical modes of LBO and find mode 9 is the most anharmonic (Fig. S1). This phonon mode primarily consists of motion of the Li atoms (Fig. S2). Owing to its relatively large Raman susceptibility and mode polarity (Fig. 2), it has a relatively high contribution to \(r^{{\mathrm{ion}}}\) (specifically, \(r_{23}^{{\mathrm{mode}}\;9} = 0.32\) pm/V and \(r_{33}^{{\mathrm{mode}}\;9} = - 0.19\) pm/V). Only the high frequency (\(\omega_0\) = 154.9 cm−1) of the mode keeps the contribution of this mode to the Pockels tensor small. If we can soften this mode, we would expect the already (relatively) large contribution of this mode to increase.

Fig. 2: Raman susceptibilities and mode polarities of LBO and CBO.

For the ten softest optical modes of LBO, a the magnitude of the largest component of the Raman susceptibility, and b the magnitude of the mode polarity. The same quantities are plotted for CBO in c and d, respectively. The Raman susceptibilities of LBO (a) are much larger than those of CBO (c), while the mode polarities (b, d) are roughly the same (because the atoms have Born effective charges of roughly the same magnitude). The Raman susceptibilities of LBO (a) are comparable in magnitude to those of STO at 1% biaxial compressive strain (Fig. 3a), while the mode polarities are much smaller and the phonon frequencies are much larger18.

To soften the mode, we replace the Li atoms in the crystal with Cs atoms. Cs is ~19 times heavier than Li, and because the ionic contribution to the Pockels tensor is inversely proportional to the phonon frequency squared, which is in turn inversely proportional to the atomic mass, we expect a significant reduction in the phonon frequencies from this replacement. However, a simple replacement of Li with Cs in LBO leads to a dynamically unstable crystal, so we instead consider the related CBO crystal. Its space group is P212121, and like LBO, CBO has a network of B3O7 rings, but in CBO they share four of their external oxygen atoms with other B3O7 rings57,58. The Cs atoms sit in the voids of this network, which run along the a- and b-axes instead of just along one axis as in LBO. The phonon frequencies in CBO (Table S1) are indeed much lower than in LBO, but the Pockels tensor (Table 2) remains extremely small. To understand why, we now turn to the numerator of the ionic contribution to the Pockels tensor (Eq. (4)) that is the product of the Raman susceptibility (Eq. (6)) and the mode polarity (Eq. (7)). In Fig. 2, we plot the magnitude of the Raman susceptibilities and mode polarities of the ten softest optical modes of LBO and CBO. The mode polarities of LBO and CBO (Fig. 2b, d) are roughly of the same magnitude, which we expect because the atoms in LBO and CBO have similar Born effective charges. The Raman susceptibilities (Fig. 2a, c), however, are an order of magnitude smaller in CBO. This cancels out all the gains made from reducing the phonon frequencies and keeps the net EO response small.

To understand the role of the Raman susceptibility in the Pockels response, we first consider its role in the extreme enhancement of the Pockels response in strained STO18, and second, to gain physical intuition of the underlying mechanism, we introduce a simple tight-binding model. In Fig. 3, we plot the Raman susceptibility and mode polarity of STO under two biaxial compressive strains, −1.0% in a and b and −1.2% in c and d. Hamze and Demkov18 showed that at −1.2% strain (hereafter referred to as the critical strain), the Pockels tensor exhibits a large peak with the largest ionic component reaching \(r_{33}\) = −236.469 pm/V. This is caused by the proximity of the crystal at this strain to a phase transition from the centrosymmetric tetragonal P4/mmm phase to the noncentrosymmetric tetragonal P4mm phase. The phonon mode responsible for this transition goes extremely soft at this strain, leading to the large Pockels response. However, there is an additional contribution to the large response. Comparing the Raman susceptibilities at −1.0% strain and −1.2% strain (Fig. 3a, c, respectively), we see that the magnitude of the Raman susceptibility increases by an order of magnitude at the critical strain. In contrast, the mode polarities (Fig. 3b, d) are effectively unchanged between strains because, like in the LBO and CBO case, the Born effective charges are identical between the cells.

Fig. 3: Raman susceptibilities and mode polarities of strained STO.

Raman susceptibilities and mode polarities for all 12 optical modes of STO (see Hamze and Demkov18 for calculation details). The magnitude of the largest component of the Raman susceptibility and the magnitude of the mode polarity under biaxial compressive strain of 1.0% are shown in a and b, respectively. The same values are plotted for STO at the critical strain in c and d, respectively. The magnitudes of the mode polarity are essentially unchanged under the different strains (b, d), but the Raman susceptibility increases by an order of magnitude at every mode (a, c). The frequency of the softest mode, the primary contributor to the Pockels response in STO, is also approximately halved from −1.0% strain to −1.2% strain.


To gain further insight, we calculate the derivative of the electronic susceptibility with respect to atomic displacements, \(\partial \chi ^{\left( 1 \right)}/\partial \tau\), which is the key component of the Raman susceptibility (see Eq. (6)), in a simple tight-binding model59,60 of a 1-D diatomic chain with lattice constant a and distance between the atoms of a/2. One atom has a 1s orbital and the other has a 2p orbital. We assume the hopping interaction is proportional to \(1/d^2\) with constant of proportionality A, where d is the distance between the atoms, which is a good approximation for many materials61. The linear electronic susceptibility in an insulating crystal is given by61

$$\chi ^{\left( 1 \right)} = \frac{{2\hbar ^4e^2}}{{m_e{\mathrm{\Omega }}}}\mathop {\sum }\limits_{n,n^\prime } \frac{{\left| {\left\langle {\psi _{n^\prime }} \right|\partial {\mathrm{/}}\partial x\left| {\psi _n} \right\rangle } \right|^2}}{{\left( {\varepsilon _{n^\prime } - \varepsilon _n} \right)^3}},$$

where n and \(n^\prime\) are band indices for occupied and unoccupied bands, respectively, ψn is the wave function with eigenvalue \(\varepsilon _n\), and the band sum implicitly contains a sum over the entire Brillouin zone. Note that the susceptibility goes as the inverse cube of the transition energy, a detail that will be important later. Considering only nearest neighbor interactions, we calculate a numerical derivative of the susceptibility as a function of atomic displacement in the optical mode (see Eq. (12) and the “Methods” section for more details). For \(A = 1\;eV \cdot {\AA}^2\), \(a = 1\;{\AA}\), \(\varepsilon _s = 0\;{\mathrm{eV}}\), \(\varepsilon _p = 3\;{\mathrm{eV}}\), and a displacement amplitude of \(\delta = 0.01a\), we obtain \(\chi ^{\left( 1 \right)} = 97.96\) and \(\partial \chi ^{\left( 1 \right)}/\partial \tau = - 180.95\;{\AA}^{ - 1}\). In other words, a 2% change in the bond length amounts to a ~20% change in \(\chi ^{\left( 1 \right)}\), showing \(\partial \chi ^{\left( 1 \right)}/\partial \tau\) is large.

The connection between the change in the Raman susceptibility, the electronic structure, and phonons can be understood as follows. Because of the third power in the denominator of Eq. (11), the smallest electronic transition energy is the dominant contribution to the susceptibility; hence, phonon modes that strongly affect the band edges should have large Raman susceptibilities. If those modes are soft, that in turn should ensure a large contribution to the Pockels tensor. In Fig. 4, we plot the smallest transition energy as a function the amplitude of two different phonon modes for STO, LBO, and CBO (Fig. 4a–c, respectively). The two phonon modes for each material are chosen such that one (labeled the “active” mode) has a large Raman susceptibility and a significant contribution to the Pockels tensor, while the other (labeled the “inactive” mode) does not. It is clear that in STO the active phonon causes a large change in the direct band gap, while in CBO the active mode has nearly no effect. This is because the band gap in STO, a charge transfer oxide, is controlled by the p–d bonding–antibonding separation, and the active phonon changes the Ti–O interatomic distance. This makes the differences between these three materials clear: STO has soft phonons and the soft modes strongly affect the band edges, which leads to a large Raman susceptibility and EO response. The active mode in LBO also has a significant effect on the gap and therefore the Raman susceptibility is relatively large, but the high phonon frequencies suppress the EO response. In CBO, this is reversed with very soft modes having very little impact on the band gap, which therefore suppresses the Raman susceptibility and the EO response.

Fig. 4: Transition energies vs phonon amplitudes.

Smallest transition energies as a function of amplitude of phonon mode displacements for a STO at the critical compressive strain18, b LBO, and c CBO. The smallest transition energy of the ground state structure for each material is set to 0. Changes in the transition energy due to phonon modes that have large Raman susceptibilities and contribute strongly to the Pockels response (Pockels-active modes) are plotted in black, and changes in the transition energy due to phonon modes with small Raman susceptibilities and weakly contribute (or do not contribute) to the Pockels response (Pockels- inactive modes) are plotted in red.

This aspect of electron–phonon interactions is commonly described using deformation potentials54,55,56, which we list for STO, LBO, and CBO in Table S2 (we also provide the band structure of LBO and CBO in Fig. S3). We see that the deformation potential for every material is larger when the ions are displaced according to the Pockels active mode than when they are displaced according to the inactive mode (except in CBO, in which the deformation potentials for both modes are ~0 eV/Å), indicating that large deformation potentials are associated with large Raman susceptibilities and therefore could indicate the potential for strong Pockels responses in such materials.

To summarize, soft phonons inducing substantial changes in the band gap (in other words those with strong electron–phonon couplings) cause large changes in the electronic susceptibility, as the tight-binding model above illustrates. Large changes in the electronic susceptibility in turn imply large Raman susceptibilities, to which the ionic contribution to the EO response is proportional. Therefore, noncentrosymmetric materials with soft phonons and strong electron–phonon interaction will likely be strong Pockels materials. This explains why LBO and CBO have weak EO responses, and why perovskite titanates are special and have such strong EO responses.

We explore the relationship between the microscopic properties such as lattice anharmonicity and strength of electron–phonon coupling and the Pockels effect using LBO as a test case because of its extraordinarily large thermal expansion coefficients. Despite the correspondence between large thermal expansion coefficients and large EO responses many EO materials, we found that LBO has a very small Pockels response. The small Pockels response is caused by the extremely small masses of the constituent atoms resulting in high optical phonon frequencies.

Guided by the Grüneisen parameter analysis of the ten softest optical phonon modes, we tested this assertion by studying the related CBO crystal to see if simply increasing the atomic masses would lead to a large Pockels response by softening the modes. This approach was found to be too simplistic—in CBO, the small Raman susceptibility results in a weak Pockels response despite the presence of much softer phonon modes. A simple tight binding model provides an intuitive physical description of the underlying mechanism at play behind the Raman susceptibility. Borrowing from the methods used to study semiconductors, this can be explained in terms of the deformation potential, which quantifies the strength of the electron–phonon coupling of the near-edge states. Modes with large Raman susceptibilities are shown to have large deformation potentials. Hence, we formulate a refined design rule for strong Pockels materials: materials with strong electron–phonon couplings (and therefore large Raman susceptibilities), that are noncentrosymmetric, and that have soft phonons will be strong Pockels materials. We thus show the most important components of the ionic Pockels response are the phonon frequency softness (for which the thermal expansion and Grüneisen parameters are proxies) and Raman susceptibility (strong electron–phonon coupling). Our results will hopefully guide materials scientists and engineers in searching for new EO materials with even stronger responses.


DFT calculations

All DFT and density functional perturbation theory calculations were performed using the ABINIT software package45,46,47,48,49,50,51. Troullier–Martins norm-conserving pseudopotentials62 generated with the fhi98PP package63 were used for all calculations. The valence electron configurations were 2s1 for Li, 2s22p1 for B, 2s22p4 for O, and 6s1 for Cs. The exchange-correlation energy was calculated in the local density approximation64,65. An 8 × 8 × 8 Monkhorst-Pack66,67 k-point grid and a plane wave cut-off energy of 50 Ha was used for all calculations. The lattice parameters used for all the LBO calculations are \(\alpha\) = 8.444 Å = 15.957 Bohr, b = 7.378 Å = 13.942 Bohr, and c = 5.146 Å = 9.725 Bohr, which are experimental lattice parameters measured at room temperature by Shepelev et al.41. The atomic positions are fully relaxed from the initial experimental coordinates until the forces were smaller than 2 × 10−5 Ha/Bohr.

For calculations of CBO, we use the experimental structure determined by Krogh-Moe57, which has lattice parameters \(\alpha\) = 6.213 Å = 11.741 Bohr, b = 8.521 Å = 16.102 Bohr, and c = 9.170 Å = 17.329 Bohr.

To calculate the piezoelectric contribution to the Pockels tensor, we need to calculate the photoelastic tensor (see Eq. (4)). We do this by straining the unit cell to isolate the component of the tensor we want, calculating the dielectric tensor, inverting it, and taking a numerical derivative with respect to strain18,53,68.

In Eq. (11), we calculate the matrix element in the numerator following Graf and Vogl69. For a given k*, it can be calculated as69

$$\left\langle {\psi _{n^\prime }} \right|\partial /\partial x\left| {\psi _n} \right\rangle = \frac{{m_e}}{\hbar }\mathop {\sum}\limits_{\alpha ^\prime ,\alpha } {C_{\alpha ^\prime }^ \ast (nk^ \ast )\mathop {\sum }\limits_L i\left( {R_{\alpha ^\prime ,L} - R_{\alpha ,0}} \right)e^{ik^ \ast \left( {R_{\alpha ^\prime ,L} - R_{\alpha ,0}} \right)}t_{\alpha ^\prime ,\alpha }\left( {R_{\alpha ^\prime ,L} - R_{\alpha ,0}} \right)C_\alpha \left( {n^\prime k^ \ast } \right)},$$

where α is a compound index that labels the atomic orbital and the position of the atom in the cell, L (and 0) label the unit cell, n is a band index, the Ca are the coefficients in the expansion of the eigenfunctions of the tight-binding Hamiltonian, and \(t_{\alpha ^\prime ,\alpha }\left( {R_{\alpha ^\prime ,L} - R_{\alpha ,0}} \right) = \left< \alpha ^\prime ,L{\mathrm{|}}H{\mathrm{|}}\alpha ,0 \right>\).

Data availability

Requests for data should be addressed to A.A.D.,


  1. 1.

    Wessels, B. W. Ferroelectric epitaxial thin films for integrated optics. Annu. Rev. Mater. Res. 37, 659–679 (2007).

    CAS  Google Scholar 

  2. 2.

    Reed, G. T., Mashanovich, G., Gardes, F. Y. & Thomson, D. J. Silicon optical modulators. Nat. Photonics 4, 518–526 (2010).

    CAS  Google Scholar 

  3. 3.

    Heck, M. J. R. et al. Hybrid silicon photonics for optical interconnects. IEEE J. Sel. Top. Quantum Electron 17, 333–346 (2011).

    CAS  Google Scholar 

  4. 4.

    Gourlay, J., Forbes, M. & Desmulliez, M. Optically interconnected electronic chips: a tutorial and review of the technology. Electron. Commun. Eng. J. 13, 221–232 (2001).

    Google Scholar 

  5. 5.

    Benner, A. F., Ignatowski, M., Kash, J. A., Kuchta, D. M. & Ritter, M. B. Exploitation of optical interconnects in future server architectures. IBM J. Res. Dev. 49, 755–775 (2005).

    Google Scholar 

  6. 6.

    Li, M. & Tang, H. X. Strong Pockels materials. Nat. Mater. 18, 9–11 (2019).

    CAS  Google Scholar 

  7. 7.

    Abel, S. et al. Large Pockels effect in micro- and nanostructured barium titanate integrated on silicon. Nat. Mater. 18, 42–47 (2019).

    CAS  Google Scholar 

  8. 8.

    Ladd, T. D. et al. Quantum computers. Nature 464, 45–53 (2010).

    CAS  Google Scholar 

  9. 9.

    O’Brien, J. L., Furusawa, A. & Vučković, J. Photonic quantum technologies. Nat. Photonics 3, 687–695 (2009).

    Google Scholar 

  10. 10.

    Boyd, R. Nonlinear Optics (Academic Press, 2008).

  11. 11.

    Jazbinšek, M. & Zgonik, M. Material tensor parameters of LiNbO3 relevant for electro- and elasto-optics. Appl. Phys. B Lasers Opt. 74, 407–414 (2002).

    Google Scholar 

  12. 12.

    Wooten, E. L. et al. A review of lithium niobate modulators for fiber-optic communications systems. IEEE J. Sel. Top. Quantum Electron. 6, 69–82 (2000).

    CAS  Google Scholar 

  13. 13.

    Janner, D., Tulli, D., Garcia-Granda, M., Belmonte, M. & Pruneri, V. Micro-structured integrated electro-optic LiNbO3 modulators. Laser Photonics Rev. 3, 301–313 (2009).

    CAS  Google Scholar 

  14. 14.

    Chen, L. & Reano, R. M. Compact electric field sensors based on indirect bonding of lithium niobate to silicon microrings. Opt. Express 20, 4032–4038 (2012).

    CAS  Google Scholar 

  15. 15.

    Chen, L., Xu, Q., Wood, M. G. & Reano, R. M. Hybrid silicon and lithium niobate electro-optical ring modulator. Optica 1, 112–118 (2014).

    CAS  Google Scholar 

  16. 16.

    Wang, C., Zhang, M., Stern, B., Lipson, M. & Lončar, M. Nanophotonic lithium niobate electro-optic modulators. Opt. Express 26, 1547–1555 (2018).

    Google Scholar 

  17. 17.

    Eltes, F. et al. A novel 25 Gbps electro-optic Pockels modulator integrated on an advanced Si photonic platform. In 2017 IEEE International Electron Devices Meeting (IEDM) 24.5.1–24.5.4 (IEEE, 2017).

  18. 18.

    Hamze, A. K. & Demkov, A. A. First-principles study of the linear electro-optical response in strained SrTiO3. Phys. Rev. Mater. 2, 115202 (2018).

    CAS  Google Scholar 

  19. 19.

    Fredrickson, K. D. et al. Strain enhancement of the electro-optical response in BaTiO3 films integrated on Si(001). Phys. Rev. B 98, 075136 (2018).

    CAS  Google Scholar 

  20. 20.

    Paillard, C., Prokhorenko, S. & Bellaiche, L. Strain engineering of electro-optic constants in ferroelectric materials. npj Comput. Mater. 5, 6 (2019).

    CAS  Google Scholar 

  21. 21.

    Veithen, M., Gonze, X. & Ghosez, P. First-principles study of the electro-optic effect in ferroelectric oxides. Phys. Rev. Lett. 93, 187401 (2004).

    Google Scholar 

  22. 22.

    Castera, P. et al. Electro-optical modulation based on Pockels effect in BaTiO3 with a multi-domain structure. IEEE Photonics Technol. Lett. 28, 990–993 (2016).

    CAS  Google Scholar 

  23. 23.

    Abel, S. et al. A strong electro-optically active lead-free ferroelectric integrated on silicon. Nat. Commun. 4, 1671 (2013).

    Google Scholar 

  24. 24.

    Abel, S. et al. A hybrid barium titanate–silicon photonics platform for ultraefficient electro-optic tuning. J. Light. Technol. 34, 1688–1693 (2016).

    CAS  Google Scholar 

  25. 25.

    Kormondy, K. J. et al. Microstructure and ferroelectricity of BaTiO3 thin films on Si for integrated photonics. Nanotechnology 28, 075706 (2017).

    Google Scholar 

  26. 26.

    Eltes, F. et al. Low-loss BaTiO3–Si waveguides for nonlinear integrated photonics. ACS Photonics 3, 1698–1703 (2016).

    CAS  Google Scholar 

  27. 27.

    Kormondy, K. J. et al. Analysis of the Pockels effect in ferroelectric barium titanate thin films on Si(001). Microelectron. Eng. 147, 215–218 (2015).

    CAS  Google Scholar 

  28. 28.

    Dubourdieu, C. et al. Switching of ferroelectric polarization in epitaxial BaTiO3 films on silicon without a conducting bottom electrode. Nat. Nanotechnol. 8, 748–754 (2013).

    CAS  Google Scholar 

  29. 29.

    Ma, H., Levy, J., Biegalski, M. D., Trolier-McKinstry, S. & Schlom, D. G. Room-temperature electro-optic properties of strained SrTiO3 films grown on DyScO3. J. Appl. Phys. 105, 014102 (2009).

    Google Scholar 

  30. 30.

    Rosa, A. et al. Barium titanate (BaTiO3) RF characterization for application in electro-optic modulators. Opt. Mater. Express 7, 4328–4336 (2017).

    CAS  Google Scholar 

  31. 31.

    Lin, E. L. et al. Atomic layer deposition of epitaxial ferroelectric barium titanate on Si(001) for electronic and photonic applications. J. Appl. Phys. 126, 064101 (2019).

    Google Scholar 

  32. 32.

    Xiong, C. et al. Active silicon integrated nanophotonics: ferroelectric BaTiO3 devices. Nano Lett. 14, 1419–1425 (2014).

    CAS  Google Scholar 

  33. 33.

    McKee, R. A., Walker, F. J., Conner, J. R., Specht, E. D. & Zelmon, D. E. Molecular beam epitaxy growth of epitaxial barium silicide, barium oxide, and barium titanate on silicon. Appl. Phys. Lett. 59, 782–784 (1991).

    CAS  Google Scholar 

  34. 34.

    Zgonik, M. et al. Dielectric, elastic, piezoelectric, electro-optic, and elasto-optic tensors of BaTiO3 crystals. Phys. Rev. B 50, 5941–5949 (1994).

    CAS  Google Scholar 

  35. 35.

    Beattie, A. G. & Samara, G. A. Pressure dependence of the elastic constants of SrTiO3. J. Appl. Phys. 42, 2376–2381 (1971).

    CAS  Google Scholar 

  36. 36.

    Brugger, K. Generalized Grüneisen parameters in the anisotropic debye model. Phys. Rev. 137, A1826–A1827 (1965).

    Google Scholar 

  37. 37.

    Kurtz, S. K. & Robinson, F. N. H. A physical model of the electro-optic effect. Appl. Phys. Lett. 10, 62–65 (1967).

    CAS  Google Scholar 

  38. 38.

    Nikogosyan, D. N. Lithium triborate (LBO). Appl. Phys. A Solids Surf. 58, 181–190 (1994).

    Google Scholar 

  39. 39.

    Chen, C. et al. New nonlinear-optical crystal: LiB3O5. J. Opt. Soc. Am. B 6, 616–621 (1989).

    CAS  Google Scholar 

  40. 40.

    Lin, S., Sun, Z., Wu, B. & Chen, C. The nonlinear optical characteristics of a LiB3O5 crystal. J. Appl. Phys. 67, 634–638 (1990).

    CAS  Google Scholar 

  41. 41.

    Shepelev, Y. F., Bubnova, R. S., Filatov, S. K., Sennova, N. A. & Pilneva, N. A. LiB3O5 crystal structure at 20, 227 and 377 °C. J. Solid State Chem. 178, 2987–2997 (2005).

    CAS  Google Scholar 

  42. 42.

    Wei, L., Guiqing, D., Qingzhen, H., An, Z. & Jingkui, L. Anisotropic thermal expansion of LiB3O5. J. Phys. D. Appl. Phys. 23, 1073–1075 (1990).

    Google Scholar 

  43. 43.

    Johnston, W. D. & Kaminow, I. P. Contributions to optical nonlinearity in GaAs as determined from raman scattering efficiencies. Phys. Rev. 188, 1209–1211 (1969).

    CAS  Google Scholar 

  44. 44.

    Johnston, W. D. Nonlinear optical coefficients and the raman scattering efficiency of LO and TO phonons in acentric insulating crystals. Phys. Rev. B 1, 3494–3503 (1970).

    Google Scholar 

  45. 45.

    Gonze, X. A brief introduction to the ABINIT software package. Z. f.ür. Krist. - Cryst. Mater. 220, 558–562 (2005).

    CAS  Google Scholar 

  46. 46.

    Gonze, X. et al. ABINIT: first-principles approach to material and nanosystem properties. Comput. Phys. Commun. 180, 2582–2615 (2009).

    CAS  Google Scholar 

  47. 47.

    Gonze, X. et al. Recent developments in the ABINIT software package. Comput. Phys. Commun. 205, 106–131 (2016).

    CAS  Google Scholar 

  48. 48.

    Hamann, D. R., Wu, X., Rabe, K. M. & Vanderbilt, D. Metric tensor formulation of strain in density-functional perturbation theory. Phys. Rev. B 71, 035117 (2005).

    Google Scholar 

  49. 49.

    Veithen, M., Gonze, X. & Ghosez, P. Nonlinear optical susceptibilities, Raman efficiencies, and electro-optic tensors from first-principles density functional perturbation theory. Phys. Rev. B 71, 125107 (2005).

    Google Scholar 

  50. 50.

    Gonze, X. First-principles responses of solids to atomic displacements and homogeneous electric fields: implementation of a conjugate-gradient algorithm. Phys. Rev. B 55, 10337–10354 (1997).

    CAS  Google Scholar 

  51. 51.

    Gonze, X. & Lee, C. Dynamical matrices, Born effective charges, dielectric permittivity tensors, and interatomic force constants from density-functional perturbation theory. Phys. Rev. B 55, 10355–10368 (1997).

    CAS  Google Scholar 

  52. 52.

    Fontana, M. D., Laabidi, K., Jannot, B., Maglione, M. & Jullien, P. Relationship between electro-optic, vibrational and dielectric properties in BaTiO3. Solid State Commun. 92, 827–830 (1994).

    CAS  Google Scholar 

  53. 53.

    Nye, J. F. Physical Properties of Crystals (Oxford University Press, 1985).

  54. 54.

    Bardeen, J. & Shockley, W. Deformation potentials and mobilities in non-polar crystals. Phys. Rev. 80, 72–80 (1950).

    CAS  Google Scholar 

  55. 55.

    Pötz, W. & Vogl, P. Theory of optical-phonon deformation potentials in tetrahedral semiconductors. Phys. Rev. B 24, 2025–2037 (1981).

    Google Scholar 

  56. 56.

    Blacha, A., Presting, H. & Cardona, M. Deformation potentials of k = 0 states of tetrahedral semiconductors. Phys. Status Solidi 126, 11–36 (1984).

    CAS  Google Scholar 

  57. 57.

    Krogh-Moe, J. Refinement of the crystal structure of caesium triborate, Cs2O.3B2O3. Acta Crystallogr. Sect. B 30, 1178–1180 (1974).

    CAS  Google Scholar 

  58. 58.

    Wu, Y. et al. CsB3O5: a new nonlinear optical crystal. Appl. Phys. Lett. 62, 2614–2615 (1993).

    CAS  Google Scholar 

  59. 59.

    Slater, J. C. & Koster, G. F. Simplified LCAO Method for the periodic potential problem. Phys. Rev. 94, 1498–1524 (1954).

    CAS  Google Scholar 

  60. 60.

    Ashcroft, N. W. & Mermin, N. D. Solid State Physics (Brooks/Cole, 1976).

  61. 61.

    Harrison, W. A. Electronic Structure and the Properties of Solids: The Physics of the Chemical Bond (Dover Publications, 1989).

  62. 62.

    Troullier, N. & Martins, J. L. Efficient pseudopotentials for plane-wave calculations. Phys. Rev. B 43, 8861–8869 (1991).

    CAS  Google Scholar 

  63. 63.

    Fuchs, M. & Scheffler, M. Ab initio pseudopotentials for electronic structure calculations of poly-atomic systems using density-functional theory. Comput. Phys. Commun. 119, 67–98 (1999).

    CAS  Google Scholar 

  64. 64.

    Ceperley, D. M. & Alder, B. J. Ground state of the electron gas by a stochastic method. Phys. Rev. Lett. 45, 566–569 (1980).

    CAS  Google Scholar 

  65. 65.

    Perdew, J. P. & Zunger, A. Self-interaction correction to density-functional approximations for many-electron systems. Phys. Rev. B 23, 5048–5079 (1981).

    CAS  Google Scholar 

  66. 66.

    Monkhorst, H. J. & Pack, J. D. Special points for Brillouin-zone integrations. Phys. Rev. B 13, 5188–5192 (1976).

    Google Scholar 

  67. 67.

    Pack, J. D. & Monkhorst, H. J. ‘Special points for Brillouin-zone integrations’—a reply. Phys. Rev. B 16, 1748–1749 (1977).

    Google Scholar 

  68. 68.

    Zwanziger, J. W. et al. Finite homogeneous electric fields in the projector augmented wave formalism: applications to linear and nonlinear response. Comput. Mater. Sci. 58, 113–118 (2012).

    Google Scholar 

  69. 69.

    Graf, M. & Vogl, P. Electromagnetic fields and dielectric response in empirical tight-binding theory. Phys. Rev. B 51, 4940–4949 (1995).

    CAS  Google Scholar 

  70. 70.

    Xu, H. et al. Growth and characterization of Nd:Bi12SiO20 single crystal. Opt. Commun. 285, 3961–3966 (2012).

    CAS  Google Scholar 

  71. 71.

    Oberschmid, R. Absorption centers of Bi12GeO20 and Bi12SiO20 crystals. Phys. Status Solidi 89, 263–270 (1985).

    CAS  Google Scholar 

  72. 72.

    Yariv, A. & Yeh, P. Optical Waves in Crystals: Propagation and Control of Laser Radiation (Wiley, 1984).

  73. 73.

    Vedam, K. & Hennessey, P. Piezo- and thermo-optical properties of Bi12GeO20, II. Refractive index. J. Opt. Soc. Am. 65, 442 (1975).

    CAS  Google Scholar 

  74. 74.

    Papazoglou, D. G., Apostolidis, A. G. & Vanidhis, E. D. Index of refraction, optical activity and electro-optic coefficient of bismuth titanium oxide (Bi12TiO20). Appl. Phys. B 65, 499–503 (1997).

    CAS  Google Scholar 

  75. 75.

    Yao, W. F. et al. Photocatalytic property of bismuth titanate Bi12TiO20. Crystals 243, 185–190 (2011).

    Google Scholar 

  76. 76.

    Mamoun, S., Merad, A. E. & Guilbert, L. Energy band gap and optical properties of lithium niobate from ab initio calculations. Comput. Mater. Sci. 79, 125–131 (2013).

    CAS  Google Scholar 

  77. 77.

    Weis, R. S. & Gaylord, T. K. Lithium niobate: summary of physical properties and crystal structure. Appl. Phys. A 37, 191–203 (1985).

    Google Scholar 

  78. 78.

    Kim, Y. S. & Smith, R. T. Thermal expansion of lithium tantalate and lithium niobate single crystals. J. Appl. Phys. 40, 4637–4641 (1969).

    CAS  Google Scholar 

  79. 79.

    Casson, J. L. et al. Electro-optic coefficients of lithium tantalate at near-infrared wavelengths. J. Opt. Soc. Am. B 21, 1948–1952 (2010).

    Google Scholar 

  80. 80.

    Ismangil, A., Jenie, R. P., Irmansyah, E. & Irzaman, H. Development of lithium tantallite (LiTaO3) for automatic switch on LAPAN-IPB satellite infra-red sensor. Procedia Environ. Sci. 24, 329–334 (2015).

    CAS  Google Scholar 

  81. 81.

    Abel, S. Dispositifs électro-optiques à base de Titanate de Baryum épitaxié sur Silicium pour la photonique intégrée. (Université de Grenoble, 2014).

  82. 82.

    Wemple, S. H., Didomenico, M. & Camlibel, I. Dielectric and optical properties of melt- grown BaTiO3. J. Phys. Chem. Solids 29, 1797–1803 (1968).

    Google Scholar 

  83. 83.

    Suzuki, K. & Kijima, K. Optical band gap of barium titanate nanoparticles prepared by RF-plasma chemical vapor deposition. Jpn. J. Appl. Phys. 44, 2081–2082 (2005).

    CAS  Google Scholar 

  84. 84.

    Paszkowski, R., Wokulska, K. & Dec, J. Thermal expansion coefficients of strontium-barium niobate single crystals in the vicinity of the phase transition point. Cryst. Res. Technol. 52, 4–7 (2017).

    Google Scholar 

  85. 85.

    Dorywalski, K. et al. Ellipsometric study of near band gap optical properties of SrxBa1-xNb2O6 crystals. Opt. Mater. 35, 887–892 (2013).

    CAS  Google Scholar 

  86. 86.

    Podlozhenov, S. et al. Structure of strontium barium niobate SrxBa1-xNb2O6 (SBN) in the composition range 0.32 ≤ x ≤ 0.82. Acta Crystallogr. Sect. B 62, 960–965 (2006).

    CAS  Google Scholar 

  87. 87.

    Photorefractive Crystals SBN, BSO, BGO, Fe:LNB. 1–2. (2016).

  88. 88.

    Trivedi, D., Tayebati, P. & Tabat, M. Measurement of large electro‐optic coefficients in thin films of strontium barium niobate (Sr0.6Ba0.4Nb2O6). Appl. Phys. Lett. 68, 3227–3229 (1996).

    CAS  Google Scholar 

  89. 89.

    Jamieson, P. B. Ferroelectric tungsten bronze-type crystal structures. I. Barium strontium niobate Ba0.27Sr0.75Nb2O5.78. J. Chem. Phys. 48, 5048–5057 (1968).

    CAS  Google Scholar 

  90. 90.

    Qadri, S. B. et al. Phase transition in Sr0.75Ba0.25NbO3 near the Curie temperature. Appl. Phys. Lett. 89, 222911 (2006).

    Google Scholar 

  91. 91.

    Tayebati, P., Trivedi, D. & Tabat, M. Pulsed laser deposition of SBN:75 thin films with electro-optic coefficient of 844 pm/V. Appl. Phys. Lett. 69, 1023–1025 (1996).

    CAS  Google Scholar 

  92. 92.

    Ghosh, G. Dispersion of thermo‐optic coefficients in a potassium niobate nonlinear crystal. Appl. Phys. Lett. 65, 3311–3313 (1994).

    CAS  Google Scholar 

  93. 93.

    Wiesendanger, E. Dielectric, mechanical and optical properties of orthorhombic KNbO3. Ferroelectrics 6, 263–281 (1973).

    Google Scholar 

  94. 94.

    Zgonik, M., Schlesser, R., Biaggio, I. & Günter, P. Electro- and acousto-optic properties of KNbO3 crystals. Ferroelectrics 158, 217–222 (1994).

    CAS  Google Scholar 

  95. 95.

    Jiangou, Z., Shipin, Z., Dingquan, X., Xiu, W. & Guanfeng, X. Optical absorption properties of doped lithium niobate crystals. J. Phys. Condens. Matter 4, 2977–2983 (1992).

    Google Scholar 

  96. 96.

    Optical Grade Lithium Niobate, Lithium Tantalate. (2004).

  97. 97.

    French, R. H., Ling, J. W., Ohuchi, F. S. & Chen, C. T. Electronic structure of β-BaB2O4 and LiB3O5 nonlinear optical crystals. Phys. Rev. B 44, 8496–8502 (1991).

    CAS  Google Scholar 

  98. 98.

    Bubnova, R., Volkov, S., Albert, B. & Filatov, S. Borates—crystal structures of prospective nonlinear optical materials: high anisotropy of the thermal expansion caused by anharmonic atomic vibrations. Crystals 7, 93 (2017).

    Google Scholar 

  99. 99.

    Ebbers, C. A. Linear electro-optic effect in β-BaB2O4. Appl. Phys. Lett. 52, 1948–1949 (1988).

    CAS  Google Scholar 

  100. 100.

    Pignatiello, F. et al. Measurement of thermal expansion and thermo-optic coefficients in LiNbO3 and KTiOPO4 crystals using dual-interferometric techniques. In Proc. SPIE 6341, Speckle06: Speckles, From Grains to Flowers (eds Slangen, P. & Cerruti, C.) 63412H (2006).

  101. 101.

    Yang, F. et al. An energy band engineering design to enlarge the band gap of KTiOPO4 (KTP)-type sulfates via aliovalent substitution. J. Mater. Chem. C 7, 8131–8138 (2019).

    CAS  Google Scholar 

  102. 102.

    Kato, K. & Takaoka, E. Sellmeier and thermo-optic dispersion formulas for KTP. Appl. Opt. 41, 5040–5044 (2002).

    CAS  Google Scholar 

  103. 103.

    Yutsis, I., Kirshner, B. & Arie, A. Temperature-dependent dispersion relations for RbTiOPO4 and RbTiOAsO4. Appl. Phys. B 79, 77–81 (2004).

    CAS  Google Scholar 

  104. 104.

    Tu, C.-S., Katiyar, R. S., Hugo Schmidt, V., Guo, R. & Bhalla, A. S. Hypersonic anomalies and optical properties of RbTiOAsO4 and KTiOPO4 single crystals. Phys. Rev. B 59, 251–256 (2002).

    Google Scholar 

  105. 105.

    Taylor, T. R. et al. Impact of thermal strain on the dielectric constant of sputtered barium strontium titanate thin films. Appl. Phys. Lett. 80, 1978–1980 (2002).

    CAS  Google Scholar 

  106. 106.

    Bain, A. K. et al. Optical properties of barium strontium titanate (BST) ferroelectric thin films. Ferroelectr. Lett. Sect. 34, 149–154 (2007).

    CAS  Google Scholar 

  107. 107.

    Panda, B., Dhar, A., Nigam, G. D., Bhattacharya, D. & Ray, S. K. Optical properties of RF sputtered strontium substituted barium titanate thin films. Thin Solid Films 332, 46–49 (1998).

    CAS  Google Scholar 

  108. 108.

    Li, J. et al. Electro-optic measurements of the ferroelectric-paraelectric boundary in Ba1−xSrxTiO3 materials chips. Appl. Phys. Lett. 76, 769–771 (2000).

    CAS  Google Scholar 

  109. 109.

    Kallaev, S. N. et al. Thermophysic рroperties of piezoelectric PZT ceramics.

  110. 110.

    Pandey, S. K. et al. Structural, ferroelectric and optical properties of PZT thin films. Phys. B Condens. Matter 369, 135–142 (2005).

    CAS  Google Scholar 

  111. 111.

    Peng, C. H., Chang, J.-F. & Desu, S. B. Optical properties of PZT, PLZT, and PNZT thin films. MRS Proceedings 243, 21–26 (1991).

  112. 112.

    Kang, H.-S. & Lee, W.-J. Effects of deposition temperature and seed layer on the optical properties of lead zirconate titanate films. J. Vac. Sci. Technol. A 20, 1498–1504 (2002).

    CAS  Google Scholar 

  113. 113.

    Spirin, V. V., Lee, C. & No, K. Measurement of the Pockels coefficient of lead zirconate titanate thin films by a two-beam polarization interferometer with a reflection configuration. J. Opt. Soc. Am. B 15, 1940–1946 (1998).

    CAS  Google Scholar 

  114. 114.

    Roessler, D. M., Walker, W. C. & Loh, E. Electronic spectrum of crystalline beryllium oxide. J. Phys. Chem. Solids 30, 157–167 (1969).

    CAS  Google Scholar 

  115. 115.

    Edwards, D. & White, R. Beryllium oxide (BeO). in Handbook of Optical Constants of Solids 805–814 (Elsevier, 1997).

  116. 116.

    Slack, G. A. & Bartram, S. F. Thermal expansion of some diamondlike crystals. J. Appl. Phys. 46, 89–98 (1975).

    CAS  Google Scholar 

  117. 117.

    Hazen, R. M. & Finger, L. W. High‐pressure and high‐temperature crystal chemistry of beryllium oxide. J. Appl. Phys. 59, 3728–3733 (1986).

    CAS  Google Scholar 

  118. 118.

    Holm, B., Ahuja, R., Yourdshahyan, Y., Johansson, B. & Lundqvist, B. I. Elastic and optical properties of α- and κ-Al2O3. Phys. Rev. B 59, 12777–12787 (1999).

    CAS  Google Scholar 

  119. 119.

    Halvarsson, M., Langer, V. & Vuorinen, S. Determination of the thermal expansion of κ-Al2O3 by high temperature XRD. Surf. Coat. Technol. 76–77, 358–362 (1995).

    Google Scholar 

  120. 120.

    Batra, V., Kotru, S., Varagas, M. & Ramana, C. V. Optical constants and band gap determination of Pb0.95La0.05Zr0.54Ti0.46O3 thin films using spectroscopic ellipsometry and UV–visible spectroscopy. Opt. Mater. 49, 123–128 (2015).

    CAS  Google Scholar 

  121. 121.

    Okuyama, M., Usuki, T., Hamakawa, Y. & Nakagawa, T. Epitaxial growth of ferroelectric PLZT thin film and their optical properties. Appl. Phys. 21, 339–343 (1980).

    CAS  Google Scholar 

  122. 122.

    Thacher, P. D. Refractive index and surface layers of ceramic (Pb,La)(Zr,Ti)O3 compounds. Appl. Opt. 16, 3210–3213 (2008).

    Google Scholar 

  123. 123.

    Reitze, D. H. et al. Electro‐optic properties of single crystalline ferroelectric thin films. Appl. Phys. Lett. 63, 596–598 (1993).

    CAS  Google Scholar 

  124. 124.

    Benedek, G., Boscolo, I., Handerek, J. & Riege, H. Electron emission from ferroelectric/antiferroelectric cathodes excited by short high-voltage pulses. J. Appl. Phys. 81, 1396–1403 (1997).

    CAS  Google Scholar 

  125. 125.

    Madelung, O. Semiconductors: Data Handbook, Vol. 53 (Springer Berlin Heidelberg, 2004).

  126. 126.

    Villars, P. & Cenzual, K. Pearson’s Crystal Data: Crystal Structure Database for Inorganic Compounds. ASM International®, Materials Park, Ohio, USA.

  127. 127.

    Ihara, M., Yuge, M. & Krogh-Moe, J. Crystal structure of lithium triborate, Li2O 3B2O3. J. Ceram. Assoc. Jpn. 88, 179–184 (1980).

    CAS  Google Scholar 

  128. 128.

    König, H. & Hoppe, R. Uber Borati der Alkalimetalle. II. Zur Kenntnis von LiB3O5. Z. für Anorg. und Allg. Chem. 439, 71–79 (1978).

    Google Scholar 

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The authors would like to thank Agham Posadas and Elliott Ortmann for critical reading of the manuscript. This work is supported by the Air Force Office of Scientific Research under Grant FA9550-18-1-0053. All calculations are performed at the Texas Advanced Computing Center.

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A.K.H. did all the calculations and data analysis. M.R., J.G.-K., and A.K.H. made Table 1. All authors contributed to writing the manuscript. A.A.D. supervised and lead the study.

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Correspondence to Alexander A. Demkov.

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Hamze, A.K., Reynaud, M., Geler-Kremer, J. et al. Design rules for strong electro-optic materials. npj Comput Mater 6, 130 (2020).

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