Skip to main content
Nature Communications logoLink to Nature Communications
. 2022 Aug 2;13:4473. doi: 10.1038/s41467-022-31786-3

Coherent helicity-dependent spin-phonon oscillations in the ferromagnetic van der Waals crystal CrI3

P Padmanabhan 1,✉,#, F L Buessen 2,#, R Tutchton 1, K W C Kwock 1,3, S Gilinsky 1, M C Lee 1, M A McGuire 4, S R Singamaneni 5, D A Yarotski 1, A Paramekanti 2,, J-X Zhu 1,, R P Prasankumar 1,6,
PMCID: PMC9345964  PMID: 35918314

Abstract

The discovery of two-dimensional systems hosting intrinsic magnetic order represents a seminal addition to the rich landscape of van der Waals materials. CrI3 is an archetypal example, where the interdependence of structure and magnetism, along with strong light-matter interactions, provides a new platform to explore the optical control of magnetic and vibrational degrees of freedom at the nanoscale. However, the nature of magneto-structural coupling on its intrinsic ultrafast timescale remains a crucial open question. Here, we probe magnetic and vibrational dynamics in bulk CrI3 using ultrafast optical spectroscopy, revealing spin-flip scattering-driven demagnetization and strong transient exchange-mediated interactions between lattice vibrations and spin oscillations. The latter yields a coherent spin-coupled phonon mode that is highly sensitive to the driving pulse’s helicity in the magnetically ordered phase. Our results elucidate the nature of ultrafast spin-lattice coupling in CrI3 and highlight its potential for applications requiring high-speed control of magnetism at the nanoscale.

Subject terms: Magnetic properties and materials, Ferromagnetism, Magnetic properties and materials, Magneto-optics, Near-infrared spectroscopy


CrI3 is a van der Waals material which exhibits magnetic ordering down to the monolayer limit. Here, using ultrafast optical spectroscopy, Padmanabhan and Buessen et al. investigate the coupling between the magnetically ordered spins and lattice distortions, finding a coherent spin-coupled phonon mode.

Introduction

Since its first demonstration1, the ultrafast manipulation of magnetism has been a major topic of research, with significant efforts aimed at unraveling the nature of dynamic demagnetization2,3, the excitation of collective magnetic modes4,5, and the realization of all-optical switching of magnetic phases68. The recent emergence of two-dimensional (2D) van der Waals (vdW) materials hosting intrinsic long-range magnetic order911 presents a new, relatively unexplored platform for investigating these phenomena in systems where the interplay between structural order and exchange interactions plays a pivotal role. Moreover, the inherently strong light-matter interactions typical of vdW materials open exciting new possibilities for exploring the fundamental properties of magneto-structural coupling at the nanoscale under the influence of intense optical excitation1214. This in turn has the potential to yield revolutionary leaps in low-dimensional magneto-optical devices for future storage and quantum information applications, especially when used in heterostructured device architectures15.

CrI3 is a prototypical example of a magnetic vdW material hosting out-of-plane ferromagnetic (FM) order down to the monolayer limit10 stabilized by uniaxial anisotropy, which opens a gap in the low energy zone-center magnon spectrum16. Even more intriguing is the fact that the magnetic phase is highly dependent on the number of atomic layers. This is due to the nature of the fundamental Cr-Cr superexchange interactions17, which stabilize an antiferromagnetic (AFM) phase with broken inversion symmetry in even-layered crystals. This gives rise to unique nonlinear optical phenomena18 and highlights the strong interdependence between the various crystal structures (Fig. 1a), magnetic orders, and optical responses present in CrI3. Additionally, the presence of phonon-induced lattice distortions that can modulate the length scale of spin-spin interactions may unlock the possibility for dynamic light-driven coherent coupling between the lattice and spin degrees of freedom19.

Fig. 1. CrI3 structural and electronic properties and TRPR experimental scheme.

Fig. 1

Schematics of a the crystal structure of the rhombohedral (R3¯) and monoclinic (C2/m) phases of CrI3, b the femtosecond TRPR experiment, where QWP is a quarter wave plate, WP is a Wollaston prism, and BD is a balanced detector, and c the relevant energy levels in CrI3, where the red arrow denotes optical transitions at ~1.5eV that generate excited electrons and holes. Dashed lines indicate the dominant atomic orbital character of the ligand-field split levels. Transitions between the eg, t1u, and t2u levels significantly contribute to coherent phonon generation.

Here, we uncover the nature of this coupling by measuring the transient magnetization and coherent vibrational dynamics in CrI3 after femtosecond optical photoexcitation. We find that the demagnetization dynamics are driven by spin-flip scattering, while coherent pump helicity-dependent oscillations in the time-resolved polarization rotation (TRPR) signal highlight the strong influence of magnetic order on the c-axis A1g optical phonon mode. This can be interpreted within the framework of a dynamic spin-lattice coupling mechanism, which opens a unique pathway for manipulating magnetic order through the vibrational degree of freedom, with significant implications for future nanoscale opto-magnetic applications.

Results

Ultrafast Demagnetization

In our experiments, 1.55eV (800nm), 85fs pump and probe pulses (measured at the sample position) were focused at near-normal incidence onto as-grown bulk-like flakes of CrI3 (Curie temperature, Tc=61K) (Fig. 1b). Figure 2 shows the resulting TRPR signal obtained in the FM phase at T=15K under right circularly polarized (σ+) pumping. We observe a rapid sub-picosecond decrease in the magnetization, a further reduction over tens of picoseconds, a 16GHz oscillation due to a coherent strain wave, and an eventual nanosecond timescale recovery. This two-step demagnetization process, referred to as type-II dynamics, has been observed in other ferromagnets20,21 and occurs when demagnetization is not completed before electron-phonon equilibration2.

Fig. 2. Ultrafast photoinduced demagnetization in CrI3.

Fig. 2

Time-resolved polarization rotation signal under σ+ pumping at T=15K, where the blue dots are experimental data and the green trace is a fit using the M3TM (see the SI for more details). The oscillatory component in the M3TM fit curve was obtained by separately fitting the oscillatory component of the experimental data with a decaying sinusoidal function. The inset shows the magnetization dynamics on shorter timescales under σ+ (blue), σ (red), and linearly polarized (green) pumping at T=15K.

More insight can be obtained by considering the optical transitions in CrI3 associated with 1.55eV photoexcitation. The absorption spectrum of bulk CrI3 shows a weak resonance peak at 1.5eV22, attributed to transitions between the partially filled t2g and unfilled eg levels resulting from the octahedral ligand field-induced splitting of the Cr3+ d-orbital, as shown in Fig. 1c. Despite the even parity of these states, this transition is allowed due to mixing with various odd-parity states22, and may also be associated with a low-lying bright charge-transfer exciton23. Regardless, below Tc the 1.55eV pump pulse drives transitions predominantly involving majority-spin states, due to significant spin polarization of the valence and conduction bands23,24. This leads to a strong preferential absorption of σ+ light in spin-up domains at 1.55eV23.

The helicity-dependent absorptivity of CrI3 suggests that the ultrafast magnetic response should be nearly negligible for left circularly polarized (σ) pump pulses. However, as seen in the inset of Fig. 2, we observe that the TRPR signal under σ pumping has a sign opposite to the σ+ case. This helicity-dependent response is preserved for all temperatures T<Tc. We attribute this to the presence of multiple domains within the photoexcited region15,25; i.e., spin-down domains preferentially absorb σ photons, leading to their subsequent demagnetization. Nevertheless, horizontally polarized pumping yields a negative signal (Fig. 2 inset), implying that the volume fraction of spin-up domains is higher in the probed region.

Accordingly, upon absorption of a σ+ pulse, majority-spin electrons and holes are excited in CrI3. Due to spin-orbit coupling (SOC), the wave functions of these carriers are a mixture of pure spin states26. This allows for a finite probability of Elliott-Yafet spin-flip scattering processes27, which mediate spin relaxation, particularly in the hole population due to the comparatively small valence band exchange splitting23. Furthermore, the photoexcited carrier density of ~1019cm3 exceeds the Mott density criterion, given the nanometer-scale exciton radius23, leading to a transient quasi-metallic state. This makes it possible to describe ultrafast dynamics in CrI3 using the microscopic three-temperature model (M3TM), in which the excited electronic system supplies the energy for demagnetization, while interactions with the lattice allow for angular momentum dissipation2. A fit to the demagnetization dynamics with the M3TM, shown in Fig. 2, accurately reproduces both demagnetization steps with a spin-flip probability of asf=0.175, consistent with other materials demonstrating type-II dynamics20,21. More detail is included in the supplementary information (SI).

Coherent dynamics

We now turn our attention to the coherent dynamics. The top panel of Fig. 3a shows the TRPR signal at T=75K>Tc under σ+ and σ pumping after subtracting the non-oscillatory background. Above Tc, the background signal is relatively small (as shown in Supplementary Fig. 4), and most likely originates from optical effects such as pump-induced birefringence, while below Tc, the background is large and primarily due to the ultrafast demagnetization phenomena discussed in the previous section. We observe pronounced coherent oscillations in the time domain, and the corresponding power spectral densities (PSDs) plotted in the bottom panel reveal two distinct modes at ~2.37THz and ~3.87THz, corresponding to in-plane (A1g1) and c-axis (A1g2) Raman-active phonons, respectively2831. These modes are excited via impulsive stimulated Raman scattering (ISRS), which is permitted by their A1g symmetry30,31.

Fig. 3. Coherent spin-coupled phonon dynamics as a function of temperature.

Fig. 3

Oscillations in the time domain signals (upper panel) after subtraction of the demagnetization background, under σ+ (blue) and σ (red) pumping, and their corresponding power spectral densities (PSDs, lower panel) at a T=75K and b T=15K. The inset of a shows a schematic of the eigenvectors associated with the two phonon modes. c The σ+/σ ratio of the integrated Fourier transform peaks of the measured signal at the A1g1 (orange) and A1g2 (green) mode frequencies, and the simulated helicity-dependent ratio at the A1g2 frequency (pink) vs. normalized temperature. The solid green line is a fit using a FM order-parameter-like function TcT and the solid orange line is a guide to the eye. Error bars for the experimental data in c were obtained from a bootstrap sampling analysis.

Notably, the PSD of both modes is nearly identical for both pump helicities above Tc. However, as shown in Fig. 3b, this symmetry is broken below Tc, where σ pumping leads to a significantly smaller A1g2 amplitude. In contrast, the amplitude of the A1g1 mode remains relatively invariant to the choice of pump polarization. The temperature and pump-helicity dependent asymmetry in the phonon amplitude can be clearly seen in Fig. 3c, where we plot the σ+/σ ratio of the integrated spectral peaks of both oscillatory modes vs. T. Here, the A1g2 ratio below Tc consistently follows a FM order-parameter-like function, TcT. This highlights the strong sensitivity of the coherent amplitude of the A1g2 mode to the underlying magnetic order in the system. In contrast, the A1g1 mode ratio shows minimal variation with temperature. This difference is striking and suggests that the helicity dependence of the A1g2 mode does not originate from a dominant optical effect (i.e., the larger absorptivity of σ+ light in CrI3 below Tc), as this would impact the two modes in a similar manner. Additionally, we note that time-reversal symmetry breaking associated with magnetic ordering can lead to non-zero off-diagonal tensor elements for the A1g modes32, which in turn can lead to helicity-dependent asymmetries in the equilibrium spectral response31,33. However, this is unlikely to be the origin of the pump helicity-dependent effects we observe in our experiments. First, the influence of off-diagonal tensor elements should be present for all modes of A1g symmetry, in stark contrast to our results where only the c-axis mode is sensitive to the pump polarization; this strongly implies that mode symmetry alone cannot account for our observations. Second, recent ab initio calculations show that the magnitude of the off-diagonal elements is highly sensitive to the photon energy, becoming non-trivial only in the vicinity of the dominant ligand-metal charge transfer resonances above 2eV34. Our photon energy is far below these resonances, further supporting an alternative mechanism for the helicity-dependent effects observed here. Finally, we note that fitting our time-domain data with a multi-component decaying sinusoidal model reveals the presence of an additional oscillatory mode below Tc, consistent with recent reports of AFM order dependent modes at 3.73THz, close to the A1g2 mode frequency31,33,35. However, this mode does not show a pronounced helicity dependence in our measurements (more detail is provided in Supplementary Fig. 5 and the associated discussion).

To understand the clear sensitivity of the A1g2 mode to the underlying magnetic order, we recall that this mode corresponds to a c-axis oscillation of iodine atoms (shown schematically in the lower panel of Fig. 3a) leading to an oscillatory trigonal distortion of the CrI6 octahedra. This distortion can transiently modulate spin exchange interactions through anisotropy- or exchange-mediated pathways19,36. We confirmed this using density functional theory (DFT) to calculate ΔE=EFMEAFM, the energy difference per spin between FM and AFM configurations, which is a measure of the overall exchange strength. Tracking its dependence on the average equilibrium lattice displacement, X, of the A1g2 phonon yields ΔE/X32meV/Å per Cr atom, signaling the importance of spin-lattice coupling in CrI3. Here, X>0 denotes trigonal compression of the CrI6 octahedra.

To explain the helicity-dependent TRPR, we then developed a spin-phonon model for CrI3. This describes interacting S=3/2 Cr moments on a layered honeycomb lattice that are coupled to the local A1g2 Einstein phonon displacements. The total Hamiltonian is H=Hph+Hsp, with the phonon term

Hph=rPr22M+MΩ2Xr22. 1

Here Xr and Pr are the displacement and momentum of the Einstein phonon at lattice site r, M6.3×1025kg is the mass of the three iodine atoms per Cr spin, and Ω3.87THz is the A1g2 phonon frequency. The spin Hamiltonian is Hsp=Hex+Hsi, with two-spin exchange

Hex=rrγJ~H1,rrSrSr+JKSrγSrγ+rrJH2SrSr+rrJDD^rrSr×Sr+rrJH3SrSr+rrcJHcSrSr, 2

where rrγ denotes nearest-neighbor (NN) sites within a honeycomb layer with bond direction γ, rr and rr denote pairs of second-NN and third-NN, respectively, and rrc denotes NN sites between two neighboring honeycomb layers. The exchange constants J~H1,rr, JH2, JH3, JK, and JD quantify NN Heisenberg, second-NN Heisenberg, third-NN Heisenberg, Kitaev, and Dzyaloshinskii–Moriya (DM) interactions, respectively, with the DM (unit) vectors D^rr as specified in ref. 37. The inter-layer exchange constant JHc quantifies the interaction between neighboring layers of the honeycomb lattice. The out-of-plane single-ion anisotropy is given by

Hsi=JArSrx+Sry+Srz2, 3

where JA is the anisotropy energy. The A1g2 lattice distortion modifies the Heisenberg exchange as J~H1,rr=JH11+ϕXr+Xr/2, with spin-phonon coupling parameter ϕ. We neglect phonon coupling to the remaining exchange terms, since they are small in comparison. Guided by previous ab initio calculations3840, we fix (JH1,JH2,JH3,JK,JD,JA,JHc)=2.4,0.1, 0.1,0.9,0.2,0.2,0.59meV to capture the spin-wave dispersion16,37 and the ordering temperature Tc (see the SI for more details). Setting ϕ=1.98Å1 then reproduces our DFT results for ΔE/X. For TTc, our model predicts an equilibrium displacement X~6×104Å, comparable to the experimentally estimated magnetostriction41. Table 1 summarizes the quantities relevant to the dynamical spin-phonon model and static spin exchange parameters.

Table 1.

Dynamic spin-phonon model properties and static spin exchange parameters.

Quantity or Parameter Variable Label Value
Phonon mass M 6.3×1025kg
Phonon frequency Ω 3.87THz
Spin-phonon coupling ϕ 1.98Å1
Dynamically modulated Heisenberg interaction J~H1,rr JH11+ϕXr+Xr/2
Nearest neighbor Heisenberg JH1 2.4meV
Second-nearest neighbor Heisenberg JH2 0.1meV
Third-nearest neighbor Heisenberg JH3 0.1meV
Nearest-neighbor Kitaev JK 0.9meV
Second-nearest neighbor DM JD 0.2meV
Single-ion anisotropy JA 0.2meV
Inter-plane nearest neighbor Heisenberg JHc 0.59meV

Using this spin-phonon model, we simulate the impact of the pump pulse as an instantaneous helicity-dependent lattice distortion, Xr,±t=0=Xr+ξ1(1±ξ2mr), where mr is the local projection of the spin onto the equilibrium magnetization axis, and the ± sign corresponds to the σ± pump helicity. ξ1 determines the overall strength of the distortion due to the Raman process, and ξ2 represents its helicity dependence; the latter can arise from the spin selectivity of the helicity-dependent photoexcitation, which transiently enhances or suppresses the local Cr moment42. The functional form of the lattice distortion Xr,±t can be rationalized as follows: from a mean-field perspective, the equilibrium lattice displacement scales as Xr=αmr2, for some proportionality constant α (see the SI for more details). Assuming that the pump pulse induces a pump helicity-dependent magnetization change ±δ, the phonon equilibrium position is shifted to Xr,±=α(mr±δ)2, which is a special case of the aforementioned functional form, with ξ1=αδ2 and ξ2=2/δ, that only depends on the single parameter δ (see the SI for details).

We solve for the subsequent dynamics of the spin-phonon system by numerically integrating the coupled equations of motion (see Methods). For T>Tc, we find persistent oscillations in the average phonon displacement X±t=1NrXr,±(t) at the phonon frequency Ω, while the uniform magnetization m±t does not exhibit coherent dynamics (see Supplementary Fig. 9d). Remarkably, in the FM phase (T<Tc), the distortion leads to coupled, coherent oscillations in X±t and the magnetization m±t at Ω, as shown in Fig. 4. The coherent m±t oscillations lead to oscillations in the polarization rotation, creating an additional temperature and helicity-dependent contribution to the TRPR signal below Tc. Setting ξ2=0.18/μB, we find that m+Ω/mΩ plotted vs. T/Tc shows excellent agreement with the experimental TRPR ratio below Tc (Fig. 3c). Furthermore, in our model, the choice of ξ2 also fixes the overall distortion strength, ξ1=0.01Å. We can use this to calculate that the resulting coherent oscillations in the magnetization are of magnitude Δmσ(t)/m~O(104) (c.f. Fig. 4b), consistent with our experimental observations.

Fig. 4. Spin-phonon dynamic simulations.

Fig. 4

Simulations at T<Tc, for σ+ (blue) and σ (red) pump polarizations, which show a coherent oscillations in the average phonon displacement, X±t, b coherent oscillations in the magnetization, m±t, driven through spin-phonon coupling, and c the Fourier transform of the magnetization dynamics, displaying a distinct peak at the phonon frequency.

Discussion

Ultimately, the overarching physical mechanism underlying the helicity-dependent response of the A1g2 mode centers upon the coherent coupling between the magnetization and the A1g2 phonon. Above Tc, the femtosecond optical pump drives transitions involving the Cr-like eg level. The partial occupation of this level leads to a strongly Jahn-Teller active ion, causing the system to undergo an ultrafast trigonal distortion that triggers the coherent phonon mode. We observe these oscillations above Tc in the polarization sensitive detection configuration due to the imperfect cancellation between the p- and s-polarized components of the probe pulse, an effect that has been observed for A1g phonons in other systems43,44. This gives us a baseline signal in the non-magnetic phase that serves as a comparison to the response below Tc. Below Tc, the modulation of the spin exchange by this phonon mode leads to the intertwining of lattice vibrations and coherent spin oscillations. Moreover, symmetry-allowed virtual transitions from strongly iodine 5p-like states (e.g., t1u and t2u, see Fig. 1c), which occur simultaneously with the real t2g to eg transitions described earlier, lead to helicity-dependent changes in the local single ion moment, transiently enhancing (suppressing) it under σ+ (σ) photoexcitation in a majority spin-up photoexcited volume due to optical selection rules. For example, for a spin-up domain, a right circularly polarized pulse would excite a spin-up electron from the t1u or t2u level to the partially occupied eg level. This transiently enhances the local single-ion moment, prior to the system returning to the ground state through phonon emission. As shown above, this contributes a helicity-dependent component to the impulsive lattice distortion, akin to a dynamic magnetostriction process. Accordingly, this gives rise to a measured oscillatory signal that is an admixture of the non-temperature-dependent vibrational contribution (analogous to the T>Tc case) and a temperature-dependent polarization modulation driven by the magneto-optical Kerr effect through spin-phonon coupling. While there is no symmetry constraint preventing this from also occurring for the A1g1 mode, our DFT calculations reveal that the exchange modulation is approximately a factor of 2 smaller than for the A1g2 mode. Therefore, we hypothesize that the lack of appreciable helicity dependence for this mode is due to the combined effects of the smaller spin-phonon coupling and smaller lattice distortion associated with the A1g1 mode as compared to the A1g2 mode, which can be inferred from the smaller Raman peak intensity observed via spontaneous Raman scattering31 and its comparatively smaller oscillatory amplitude, as observed in our experiments.

Our work demonstrates several key findings in the burgeoning field of the ultrafast control of vdW magnets. First, the inherently strong spin-phonon coupling in these materials provides a fruitful route for the control of both the vibrational and magnetic dynamics via photon helicity, allowing for a new degree of control over their transient properties. Second, while previous spontaneous Raman results required resonant excitation, our observation of coherent spin-phonons driven via ISRS with photons well below the dominant ligand-metal charge transfer resonances demonstrates that femtosecond optical spectroscopy may be a significantly more sensitive probe of vibrational and magnetic excitations in CrI3. Moreover, it may provide a pathway to more completely characterize the vibrational modes of CrI3, especially with regard to differences in the tensors governing stimulated and spontaneous Raman scattering from phonons45,46. Finally, our observation of an additional 3.73THz vibrational mode in bulk CrI3 is in stark contrast to past spontaneous Raman measurements, where it was only observed in few-layer flakes. The persistence of this mode in thick samples, which was previously linked exclusively to near-surface AFM order in the few-layer crystal30,33, suggests that it is far more robust than previously believed. Moreover, in our experiments, any sort of a near-surface AFM region would make up an extremely small percentage of the overall photoexcited volume due to the large optical penetration depth, belying the clear signature of this mode below Tc. Instead, our simultaneous observation of modes linked to both FM and AFM order in truly bulk samples is in excellent agreement with a recent report demonstrating the coexistence of monoclinic and rhombohedral structural phases (Fig. 1a) in bulk CrI3 over a wide temperature range47. Together with our results, this suggests that FM and AFM exchange couplings and phases may be present throughout the volume of the crystal47, rather than restricted to the near-surface region, as was previously hypothesized.

We note that the implied magnetization changes in our theoretical picture are in excess of the saturation magnetization, suggesting that the microscopic mechanisms which drive the lattice displacement are not fully captured by our phenomenological model. Their precise nature thus remains to be uncovered and would be a fruitful avenue for future research. Another crucial area of future experimental efforts will be to study the impact of sample thickness on non-equilibrium magnetization dynamics, which would be critical for future low-dimensional device applications. Finally, a fundamental challenge to overcome is the relatively low damage threshold of CrI3, especially under focused ultrafast illumination, which makes fluence-dependent measurements a distinct challenge. This may be circumvented, however, by driving the system at longer wavelengths, where the absorption is significantly lower. Here, nonlinear effects are easier to drive, due to the ability to use higher pump fluences, and may prove successful in more efficiently inducing transient magnetic phenomena in CrI3.

In conclusion, our measurements and simulations highlight the inextricable link between magnetic order and structure in CrI3, due to the intimate relationship between the strength of exchange interactions, trigonal lattice distortions, and the orbital character of the states involved in the photoexcitation process. This in turn allows for greater flexibility in the manipulation of magnetization and vibrational dynamics in vdW materials, especially using all-optical techniques that exploit nonlinear processes to drive coherent phenomena. Finally, our results shed new light on the immense potential for CrI3 and similar 2D magnetic materials in the next generation of opto-magnetic technologies and provide insight into enabling ultrafast optical control of magnetism at the atomic limit.

Methods

Time-resolved experiments

Bulk-like flakes of CrI3, grown using chemical vapor transport, were deposited onto an Au coated sample holder and placed in a variable temperature liquid helium flow optical cryostat. Ultrafast pulses were supplied by a regeneratively amplified Ti:Sapphire laser, which generated 1.55eV pulses (800nm central wavelength) with an 85fs duration (measured at the sample position) at a 100kHz repetition rate. The beam was split into pump and probe arms using a plate beam splitter. The pump beam was sent through a mechanical delay line, and both beams were passed through achromatic wave plates and subsequently focused onto optically flat regions of the sample at near-normal incidence using a 20X near-IR optimized apochromatic objective. The nominal 1/e2 focal spot diameter of the probe was approximately 10–15 μm, and the pump was approximately 20 μm, yielding a pump fluence of ~0.64mJ/cm2. The latter was just below the damage threshold of the sample (i.e., yielding no observable signal degradation or photodarkening of the sample), while also being the lowest fluence we could utilize while still maintaining a sufficient ratio with respect to the probe fluence. We performed experiments where the pump polarization was horizontally polarized (i.e., parallel to the optical table surface), right circularly polarized, and left circularly polarized. The probe beam was linearly polarized, and upon reflection, the beam was decomposed into its two orthogonal linear components using a Wollaston prism. These components were then differentially detected using a balanced Si photodiode detector and the output signal was fed into a lock-in amplifier to isolate the TRPR signal. Both the pump and probe beams were modulated using a 7/5 slotted optical chopper, allowing the lock-in amplifier to be referenced to the sum inter-modulation frequency (1.2kHz) to eliminate pump scattering effects.

Density functional theory calculations

Our ab initio simulations were carried out within density functional theory. We used both the pseudopotential plane wave method implemented in the Vienna ab initio simulation package (VASP)48,49 and in Quantum Espresso (QE), and the full-potential all-electron linearized augmented plane wave (FP-LAPW) method implemented in the Wien2k code50. The local density approximation was used for the exchange-correlation functional throughout all our ab initio simulations. For the VASP calculations, we chose an energy cutoff of 500eV for the plane-wave basis set and used a 10 × 10 × 10 (10 × 10 × 3) Γ-centered k-point mesh to sample the bulk (monolayer) Brillouin zone to perform the structure optimization, Γ-point phonon, Raman tensor (aided with the vasp_raman python script51), and electronic structure calculations. The QE calculations used a plane-wave basis set with a cutoff energy of 60Ry. A 10 × 10 × 10 k-point mesh was used to calculate the electronic structure of bulk CrI3 and to support a calculation of the phonon dispersion at the Γ-point. In the Wien2k simulations, we focused on calculating the electronic band structure for bulk CrI3 by taking a 15 × 15 × 15 k-point mesh with a muffin-tin radius of 2.50a0 (Cr) and 2.35a0 (I), where a0 is the Bohr radius.

We also used VASP to perform total energy calculations for the FM and AFM states of a CrI3 monolayer, from which a Heisenberg model with nearest-neighbor exchange interactions was fit to obtain the exchange interaction. The spin-lattice coupling strength was then determined by distorting the equilibrium lattice according to the displacement field for a chosen vibration mode. The electronic structure obtained in our simulations on both bulk and 2D CrI3 is consistent with those reported in the literature28,52,53. We note that SOC reduces the band gap. However, since SOC does not qualitatively change the lattice dynamics28, we did not include it in the calculation of the Raman tensor and estimate of the spin-lattice coupling strength.

Additionally, we performed LDA+U calculations using a Hubbard parameter of Ueff=2.2eV on the Cr 3d orbitals52 to compare with the LDA calculations. Our results are in good agreement with those reported by Liu et al.54. We found the lattice constants change slightly, which suggests a minor change of phonon modes. This is consistent with the results found by similar studies39,55. For the electronic properties, as shown in Supplementary Fig. 13 of the SI, we found the spin down Cr-3d bands are pushed to higher energy whereas the energy gap remains at about 1eV, close to that with LDA. This observation is also consistent with that reported by Liu et al. for monolayer CrI354. This band structure change could affect the photoinduced carrier density and the initial relaxation. However, it is not likely to change the long-time recombination and relaxation, and the physics of the spin-lattice coupling driven relaxation process.

Monte Carlo simulations

We performed classical Monte Carlo simulations on the coupled spin-phonon system described by the Hamiltonian H=Hph+Hsp specified in Eqs. (1)-(3) to generate a thermal ensemble of states. We studied lattices of 2 × L × L × Lc spins, with system sizes up to L=32 and Lc=8, with periodic boundary conditions. To improve the statistical convergence of the simulations, we employed a parallel tempering scheme56 to simulate 144 logarithmically spaced temperature points between Tmin9K and Tmax120K in parallel. Each simulation was equilibrated for 106 sweeps before taking measurements of the specific heat and the equilibrium magnetization for an additional 1.5×107 sweeps; a single sweep is defined as one attempted update per spin or phonon degree of freedom. As shown in the SI, the chosen coupling constants reproduce the experimental spin-wave dispersion37. In addition, the computed temperature-dependent specific heat and magnetization yield Tc=42.8K which shifts to 71K when considering quantum corrections by rescaling to the effective spin length Seff=SS+1, with S=3/2 for Cr (see the SI for more details). This value is in reasonable agreement with the experimental result Tc=61K.

Dynamical Simulations

We modeled the impact of the pump laser as a helicity-dependent local lattice distortion, given by Xr,±t=0=Xr+ξ11±ξ2mr at time t=0. Here, Xr is the equilibrium lattice displacement at lattice site r, mr is the local magnetization of the spin at site r along the global equilibrium magnetization direction, and the sign ± distinguishes σ+ and σ polarized pump pulses. Such a distortion could arise from an ultrafast trigonal splitting of a photoexcited Jahn-Teller active Cr eg level, with the splitting being sensitive to the local Cr spin due to Hund’s coupling. We applied this ultrafast distortion to individual configurations selected from our Monte Carlo ensemble with L=32 and Lc=8. The post-distortion dynamics were described using the Landau-Lifshitz equations for spins given by

dSrxdt=γ=x,y,zJ~H1,rrγSrzSrγySrySrγz+JKSrzSryySrySrzz+rJH2SrzSrySrySrz+JDDrrxSrySrySrx+SrzSrzSrx+rJH3SrzSrySrySrz+rcJHcSrzSrcySrySrcz+2JASrzSrySrx+Sry+Srz, 4

with cyclic permutations of (x,y,z) yielding dSry/dt and dSrz/dt coupled with Newton’s equations for the lattice

dXrdt=PrM, 5a

and

dPrdt=MΩ2XrHspXr. 5b

In Eq. (4), rγ denotes the NN lattice site of r along the in-plane bond direction γ and r (r) denotes the second (third) in-plane NN; the inter-plane NN direction is denoted by rc. These equations were numerically integrated using a ninth-order Runge-Kutta algorithm57 and adaptive time steps with a local relative error tolerance of εrel=1013. This yielded converged results up to timescales of approximately 50ps in the magnetically ordered phase. We averaged the resulting dynamical observables over 10000 Monte Carlo configurations with positive magnetization (when projected onto the twofold degenerate polarization axis). In particular, we extracted the time-dependent deviation of the magnetization, Δm±t=m±tm, where m is the mean magnetization in thermal equilibrium and m±t is the time-dependent magnetization after the ultrafast σ±-helicity-dependent distortion was applied. We determined the ratio of Fourier components m+Ω/mΩ by calculating the Fourier transform m±ω=FTΔm±t and fitting a Gaussian profile to the peak found at the A1g2 phonon frequency Ω. The ratio m+Ω/mΩ is independent of the overall distortion ξ1, while a helicity-dependent splitting ξ20.18/μB was found to reproduce our experimental results below Tc. Additional results on the time-resolved magnetization and phonon displacement are shown in the SI. Finally, our results are qualitatively robust upon tuning the Hamiltonian parameters, as long as the Kitaev exchange remains finite. In particular, our results also hold for a single-layer honeycomb model as well as for an alternate model with dominant Kitaev interactions, which has been proposed in Ref. 16.

Supplementary information

Acknowledgements

P.P. and R.P.P. thank Stuart A. Trugman and Roberto Merlin for many insightful discussions. We gratefully acknowledge the support of the U.S. Department of Energy (DOE) through the Los Alamos National Laboratory (LANL) Laboratory Directed Research & Development (LDRD) Program under project #20190026DR. S.R.S acknowledges support from a University of Texas - El Paso start-up grant and the National Science Foundation - Division of Materials Research (NSF-DMR) (Award No. 2105109). A.P. and F.L.B. acknowledge funding from the Natural Sciences and Engineering Research Council (NSERC) of Canada. K.W.C.K. acknowledges support from the DOE National Nuclear Security Administration (NNSA) Laboratory Residency Graduate Fellowship Program No. DE-NA0003960 and NSF award DMR-1747426. M.C.L. acknowledges support from the U.S. DOE, Office of Science, Basic Energy Sciences, Materials Sciences and Engineering Division. Crystal growth and characterization at Oak Ridge National Laboratory was supported by the U.S. DOE, Office of Science, Basic Energy Sciences, Materials Sciences and Engineering Division. This research used computational resources of the National Energy Research Scientific Computing (NERSC) Center (DOE Contract No. DE-AC02-05CH11231) and the Institutional Computing Program at LANL. The Monte Carlo and dynamical simulations were performed on the Cedar cluster, hosted by WestGrid and Compute Canada. This work was performed, in part, at the Center for Integrated Nanotechnologies, an Office of Science User Facility operated for the U.S. DOE Office of Science, under user proposals #2018BU0010 and #2018BU0083. Los Alamos National Laboratory, an affirmative action equal opportunity employer, is managed by Triad National Security, LLC for the U.S. DOE’s NNSA, under contract 89233218CNA000001.

Author contributions

S.R.S., P.P, and R.P.P. conceived, initiated, and designed the experiment. P.P. built the experimental setup and carried out the measurements, assisted by K.W.C.K and S.G. P.P. and K.W.C.K. analyzed and interpreted the data with input from R.P.P., M.C.L., and D.A.Y. and theoretical support from J.-X.Z., R.T., A.P., and F.L.B. Crystals were grown by M.A.M. and initial characterization was performed by S.R.S. and M.A.M. J.-X.Z. and R.T. carried out DFT calculations. F.L.B. and A.P. conducted the Monte Carlo and dynamical simulations. P.P., R.P.P, F.L.B, and A.P. wrote the manuscript with input from all co-authors.

Peer review

Peer review information

Nature Communications thanks the anonymous reviewer(s) for their contribution to the peer review of this work.

Data availability

The data that support the findings of this study are available from the corresponding authors upon reasonable request, in order to comply with Los Alamos National Laboratory policy on data security.

Code availability

The Vienna ab initio simulation package is available at https://www.vasp.at. The Quantum Espresso package is available at https://www.quantum-espresso.org. The Wien2k package is available at http://susi.theochem.tuwien.ac.at. The Monte Carlo and dynamical simulation codes are available from the corresponding authors upon reasonable request.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

These authors contributed equally: P. Padmanabhan, F. L. Buessen.

Contributor Information

P. Padmanabhan, Email: prashpad@lanl.gov

A. Paramekanti, Email: arun.paramekanti@utoronto.ca

J.-X. Zhu, Email: jxzhu@lanl.gov

R. P. Prasankumar, Email: rpprasan@lanl.gov

Supplementary information

The online version contains supplementary material available at 10.1038/s41467-022-31786-3.

References

  • 1.Beaurepaire E, Merle J-C, Daunois A, Bigot J-Y. Ultrafast spin dynamics in ferromagnetic Nickel. Phys. Rev. Lett. 1996;76:4250–4253. doi: 10.1103/PhysRevLett.76.4250. [DOI] [PubMed] [Google Scholar]
  • 2.Koopmans B, et al. Explaining the paradoxical diversity of ultrafast laser-induced demagnetization. Nat. Mater. 2010;9:259–265. doi: 10.1038/nmat2593. [DOI] [PubMed] [Google Scholar]
  • 3.Afanasiev D, et al. Ultrafast spin dynamics in photodoped spin-orbit Mott insulator Sr2IrO4. Phys. Rev. X. 2019;9:021020. [Google Scholar]
  • 4.Padmanabhan P, et al. Optically driven collective spin excitations and magnetization dynamics in the Néel-type Skyrmion Host GaV4S8. Phys. Rev. Lett. 2019;122:107203. doi: 10.1103/PhysRevLett.122.107203. [DOI] [PubMed] [Google Scholar]
  • 5.Tzschaschel C, Satoh T, Fiebig M. Tracking the ultrafast motion of an antiferromagnetic order parameter. Nat. Commun. 2019;10:3995. doi: 10.1038/s41467-019-11961-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Mangin S, et al. Engineered materials for all-optical helicity-dependent magnetic switching. Nat. Mater. 2014;13:286–292. doi: 10.1038/nmat3864. [DOI] [PubMed] [Google Scholar]
  • 7.Stupakiewicz A, Szerenos K, Afanasiev D, Kirilyuk A, Kimel AV. Ultrafast nonthermal photo-magnetic recording in a transparent medium. Nature. 2017;542:71–74. doi: 10.1038/nature20807. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Schlauderer S, et al. Temporal and spectral fingerprints of ultrafast all-coherent spin switching. Nature. 2019;569:383–387. doi: 10.1038/s41586-019-1174-7. [DOI] [PubMed] [Google Scholar]
  • 9.Gong C, et al. Discovery of intrinsic ferromagnetism in two-dimensional van der Waals crystals. Nature. 2017;546:265–269. doi: 10.1038/nature22060. [DOI] [PubMed] [Google Scholar]
  • 10.Huang B, et al. Layer-dependent ferromagnetism in a van der Waals crystal down to the monolayer limit. Nature. 2017;546:270–273. doi: 10.1038/nature22391. [DOI] [PubMed] [Google Scholar]
  • 11.Burch KS, Mandrus D, Park J-G. Magnetism in two-dimensional van der Waals materials. Nature. 2018;563:47–52. doi: 10.1038/s41586-018-0631-z. [DOI] [PubMed] [Google Scholar]
  • 12.Liu B, et al. Light-tunable ferromagnetism in atomically thin Fe3GeTe2 driven by femtosecond laser pulse. Phys. Rev. Lett. 2020;125:267205. doi: 10.1103/PhysRevLett.125.267205. [DOI] [PubMed] [Google Scholar]
  • 13.Afanasiev D, et al. Controlling the anisotropy of a van der Waals antiferromagnet with light. Sci. Adv. 2021;7:eabf3096. doi: 10.1126/sciadv.abf3096. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Zhang X-X, et al. Gate-tunable spin waves in antiferromagnetic atomic bilayers. Nat. Mater. 2020;19:838–842. doi: 10.1038/s41563-020-0713-9. [DOI] [PubMed] [Google Scholar]
  • 15.Zhong D, et al. Van der Waals engineering of ferromagnetic semiconductor heterostructures for spin and valleytronics. Sci. Adv. 2017;3:1–7. doi: 10.1126/sciadv.1603113. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Lee I, et al. Fundamental spin interactions underlying the magnetic anisotropy in the Kitaev ferromagnet CrI3. Phys. Rev. Lett. 2020;124:17201. doi: 10.1103/PhysRevLett.124.017201. [DOI] [PubMed] [Google Scholar]
  • 17.Sivadas N, Okamoto S, Xu X, Fennie CJ, Xiao D. Stacking-dependent magnetism in bilayer CrI3. Nano Lett. 2018;18:7658–7664. doi: 10.1021/acs.nanolett.8b03321. [DOI] [PubMed] [Google Scholar]
  • 18.Sun Z, et al. Giant nonreciprocal second-harmonic generation from antiferromagnetic bilayer CrI3. Nature. 2019;572:497–501. doi: 10.1038/s41586-019-1445-3. [DOI] [PubMed] [Google Scholar]
  • 19.Streib S, Vidal-Silva N, Shen K, Bauer GEW. Magnon-phonon interactions in magnetic insulators. Phys. Rev. B. 2019;99:184442. doi: 10.1103/PhysRevB.99.184442. [DOI] [Google Scholar]
  • 20.Kim J-W, Lee K-D, Jeong J-W, Shin S-C. Ultrafast spin demagnetization by nonthermal electrons of TbFe alloy film. Appl. Phys. Lett. 2009;94:192506. doi: 10.1063/1.3130743. [DOI] [Google Scholar]
  • 21.Günther S, et al. Testing spin-flip scattering as a possible mechanism of ultrafast demagnetization in ordered magnetic alloys. Phys. Rev. B. 2014;90:180407. doi: 10.1103/PhysRevB.90.180407. [DOI] [Google Scholar]
  • 22.Seyler KL, et al. Ligand-field helical luminescence in a 2D ferromagnetic insulator. Nat. Phys. 2018;14:277–281. doi: 10.1038/s41567-017-0006-7. [DOI] [Google Scholar]
  • 23.Wu M, Li Z, Cao T, Louie SG. Physical origin of giant excitonic and magneto-optical responses in two-dimensional ferromagnetic insulators. Nat. Commun. 2019;10:2371. doi: 10.1038/s41467-019-10325-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Molina-Sánchez A, Catarina G, Sangalli D, Fernández-Rossier J. Magneto-optical response of chromium trihalide monolayers: chemical trends. J. Mater. Chem. C. 2020;8:8856–8863. doi: 10.1039/D0TC01322F. [DOI] [Google Scholar]
  • 25.McGuire MA, Dixit H, Cooper VR, Sales BC. Coupling of crystal structure and magnetism in the layered, ferromagnetic insulator CrI3. Chem. Mater. 2015;27:612–620. doi: 10.1021/cm504242t. [DOI] [Google Scholar]
  • 26.Carva K, Battiato M, Oppeneer PM. Ab initio investigation of the Elliott-Yafet electron-phonon mechanism in laser-induced ultrafast demagnetization. Phys. Rev. Lett. 2011;107:207201. doi: 10.1103/PhysRevLett.107.207201. [DOI] [PubMed] [Google Scholar]
  • 27.Steiauf D, Fähnle M. Elliott-Yafet mechanism and the discussion of femtosecond magnetization dynamics. Phys. Rev. B. 2009;79:140401. doi: 10.1103/PhysRevB.79.140401. [DOI] [Google Scholar]
  • 28.Webster L, Liang L, Yan J-A. Distinct spin–lattice and spin–phonon interactions in monolayer magnetic CrI3. Phys. Chem. Chem. Phys. 2018;20:23546–23555. doi: 10.1039/C8CP03599G. [DOI] [PubMed] [Google Scholar]
  • 29.Jin W, et al. Raman fingerprint of two terahertz spin wave branches in a two-dimensional honeycomb Ising ferromagnet. Nat. Commun. 2018;9:5122. doi: 10.1038/s41467-018-07547-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Li S, et al. Magnetic-field-induced quantum phase transitions in a van der Waals magnet. Phys. Rev. X. 2020;10:011075. [Google Scholar]
  • 31.McCreary A, et al. Distinct magneto-Raman signatures of spin-flip phase transitions in CrI3. Nat. Commun. 2020;11:3879. doi: 10.1038/s41467-020-17320-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Cracknell AP. Scattering matrices for the Raman effect in magnetic crystals. J. Phys. C. Solid State Phys. 1969;2:314. [Google Scholar]
  • 33.Jin W, et al. Tunable layered-magnetism–assisted magneto-Raman effect in a two-dimensional magnet CrI3. Proc. Natl Acad. Sci. 2020;117:24664–24669. doi: 10.1073/pnas.2012980117. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Lei M, Coh S. Large cross-polarized Raman signal in CrI3: A first-principles study. Phys. Rev. Materials. 2021;5:025202. doi: 10.1103/PhysRevMaterials.5.025202. [DOI] [Google Scholar]
  • 35.Huang B, et al. Tuning inelastic light scattering via symmetry control in the two-dimensional magnet CrI3. Nat. Nanotechnol. 2020;15:212–216. doi: 10.1038/s41565-019-0598-4. [DOI] [PubMed] [Google Scholar]
  • 36.Liu H, Chaloupka J, Khaliullin G. Kitaev spin liquid in 3d transition metal compounds. Phys. Rev. Lett. 2020;125:3–8. doi: 10.1103/PhysRevLett.125.047201. [DOI] [PubMed] [Google Scholar]
  • 37.Chen L, et al. Topological spin excitations in honeycomb ferromagnet CrI3. Phys. Rev. X. 2018;8:041028. doi: 10.1103/PhysRevX.8.041028. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Xu C, Feng J, Xiang H, Bellaiche L. Interplay between Kitaev interaction and single ion anisotropy in ferromagnetic CrI3 and CrGeTe3 monolayers. npj Comput. Mater. 2018;4:57. doi: 10.1038/s41524-018-0115-6. [DOI] [Google Scholar]
  • 39.Kartsev A, Augustin M, Evans RFL, Novoselov KS, Santos EJG. Biquadratic exchange interactions in two-dimensional magnets. npj Comput. Mater. 2020;6:150. doi: 10.1038/s41524-020-00416-1. [DOI] [Google Scholar]
  • 40.Wahab DA, et al. Quantum rescaling, domain metastability, and hybrid Domain‐Walls in 2D CrI3 magnets. Adv. Mater. 2021;33:2004138. doi: 10.1002/adma.202004138. [DOI] [PubMed] [Google Scholar]
  • 41.Jiang S, Xie H, Shan J, Mak KF. Exchange magnetostriction in two-dimensional antiferromagnets. Nat. Mater. 2020;19:1295–1299. doi: 10.1038/s41563-020-0712-x. [DOI] [PubMed] [Google Scholar]
  • 42.Ron A, et al. Ultrafast enhancement of ferromagnetic spin exchange induced by ligand-to-metal charge transfer. Phys. Rev. Lett. 2020;125:197203. doi: 10.1103/PhysRevLett.125.197203. [DOI] [PubMed] [Google Scholar]
  • 43.Melnikov AA, Misochko OV, Chekalin SV. Generation of coherent phonons in bismuth by ultrashort laser pulses in the visible and NIR: Displacive versus impulsive excitation mechanism. Phys. Lett. A. 2011;375:2017–2022. doi: 10.1016/j.physleta.2011.03.057. [DOI] [Google Scholar]
  • 44.Ishioka K, Kitajima M, Misochko OV. Temperature dependence of coherent A1g and Eg phonons of bismuth. J. Appl. Phys. 2006;100:093501. doi: 10.1063/1.2363746. [DOI] [Google Scholar]
  • 45.Li JJ, Chen J, Reis DA, Fahy S, Merlin R. Optical probing of ultrafast electronic decay in Bi and Sb with slow phonons. Phys. Rev. Lett. 2013;110:047401. doi: 10.1103/PhysRevLett.110.047401. [DOI] [PubMed] [Google Scholar]
  • 46.Stevens TE, Kuhl J, Merlin R. Coherent phonon generation and the two stimulated Raman tensors. Phys. Rev. B. 2002;65:144304. doi: 10.1103/PhysRevB.65.144304. [DOI] [Google Scholar]
  • 47.Meseguer-Sánchez J, et al. Coexistence of structural and magnetic phases in van der Waals magnet CrI3. Nat. Commun. 2021;12:6265. doi: 10.1038/s41467-021-26342-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Kresse G, Hafner J. Ab initio molecular dynamics for liquid metals. Phys. Rev. B. 1993;47:558–561. doi: 10.1103/PhysRevB.47.558. [DOI] [PubMed] [Google Scholar]
  • 49.Kresse G, Furthmüller J. Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set. Phys. Rev. B. 1996;54:11169–11186. doi: 10.1103/PhysRevB.54.11169. [DOI] [PubMed] [Google Scholar]
  • 50.Blaha P, et al. WIEN2k: An APW+lo program for calculating the properties of solids. J. Chem. Phys. 2020;152:074101. doi: 10.1063/1.5143061. [DOI] [PubMed] [Google Scholar]
  • 51.Fonari, A. & Stauffer, S. vasp_raman.py. (https://github.com/raman-sc/VASP/, 2013).
  • 52.Kumar Gudelli V, Guo G-Y. Magnetism and magneto-optical effects in bulk and few-layer CrI3: a theoretical GGA + U study. N. J. Phys. 2019;21:053012. doi: 10.1088/1367-2630/ab1ae9. [DOI] [Google Scholar]
  • 53.Lado JL, Fernández-Rossier J. On the origin of magnetic anisotropy in two dimensional CrI3. 2D Mater. 2017;4:035002. doi: 10.1088/2053-1583/aa75ed. [DOI] [Google Scholar]
  • 54.Liu J, Sun Q, Kawazoe Y, Jena P. Exfoliating biocompatible ferromagnetic Cr-trihalide monolayers. Phys. Chem. Chem. Phys. 2016;18:8777–8784. doi: 10.1039/C5CP04835D. [DOI] [PubMed] [Google Scholar]
  • 55.Kuklin AV, Visotin MA, Baek W, Avramov PV. CrI3 magnetic nanotubes: a comparative DFT and DFT+U study, and strain effect. Phys. E Low.-dimensional Syst. Nanostruct. 2020;123:114205. doi: 10.1016/j.physe.2020.114205. [DOI] [Google Scholar]
  • 56.Hukushima K, Nemoto K. Exchange Monte Carlo method and application to spin glass simulations. J. Phys. Soc. Jpn. 1996;65:1604–1608. doi: 10.1143/JPSJ.65.1604. [DOI] [Google Scholar]
  • 57.Rackauckas C, Nie Q. Adaptive methods for stochastic differential equations via natural embeddings and rejection sampling with memory. Discret. Contin. Dyn. Syst. B. 2017;22:2731–2761. doi: 10.3934/dcdsb.2017133. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Data Availability Statement

The data that support the findings of this study are available from the corresponding authors upon reasonable request, in order to comply with Los Alamos National Laboratory policy on data security.

The Vienna ab initio simulation package is available at https://www.vasp.at. The Quantum Espresso package is available at https://www.quantum-espresso.org. The Wien2k package is available at http://susi.theochem.tuwien.ac.at. The Monte Carlo and dynamical simulation codes are available from the corresponding authors upon reasonable request.


Articles from Nature Communications are provided here courtesy of Nature Publishing Group

RESOURCES