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Spin wave

A spin wave is a propagating collective excitation of the aligned magnetic moments (spins) in a magnetically ordered , such as a ferromagnet or antiferromagnet, where neighboring spins precess coherently around their equilibrium orientations without net charge transport. The quanta of these waves are known as magnons, which behave as bosonic quasiparticles analogous to phonons in vibrations but arising from the degrees of freedom. This phenomenon serves as the fundamental low-energy mode in magnetic systems, enabling the description of thermal properties like the temperature-dependent reduction of . The concept of spin waves was first theoretically developed by Felix Bloch in 1930 to explain the spontaneous magnetization in ferromagnets and its decrease at elevated temperatures, marking a pivotal advancement in quantum magnetism. Bloch's model treated spin waves as small deviations from perfect spin alignment, propagating via exchange interactions between neighboring atoms, with a dispersion relation that scales quadratically with wavevector at long wavelengths. Over decades, the theory extended to more complex systems, including antiferromagnets where oppositely aligned sublattices support distinct spin-wave modes, and synthetic structures like multilayers exhibiting three-dimensional dynamics influenced by dipolar and interlayer couplings. Experimental observation of spin waves has evolved from early ferromagnetic resonance techniques in the mid-20th century to modern nanoscale imaging via Brillouin light scattering and methods, revealing nonreciprocal propagation and interference patterns. In contemporary research, spin waves underpin the field of , which leverages their low-dissipation propagation for energy-efficient spin-based information processing and storage, potentially surpassing traditional charge-based electronics in scalability and speed. Key attributes include tunable wavelengths from micrometers to nanometers, frequencies in the GHz range, and interactions with magnetic textures like skyrmions or domain walls, enabling reconfigurable waveguiding and logic operations. Applications span spintronic devices, such as magnonic crystals for signal filtering, and hybrid systems integrating spin waves with superconductors or photons for quantum technologies, with ongoing efforts focused on and room-temperature operation, including 2025 advances in direct nanoscale imaging and energy-efficient magnonic processors.

Fundamentals

Definition and Properties

Spin waves are collective excitations of the in magnetically ordered materials, representing propagating disturbances in which the atomic precess coherently around their equilibrium direction while conserving the total spin angular momentum. These excitations arise from the coupled dynamics of through interactions and, in the presence of an external , Zeeman . In low-damping materials such as (YIG), spin waves can propagate over macroscopic distances with energies on the order of microelectronvolts, making them suitable for information processing applications. Key properties of spin waves include their wavelength, which spans from nanoscale (down to ~50 nm) to microscale regimes depending on the material and excitation conditions, and frequencies typically in the GHz to THz range. In ferromagnets, the for long-wavelength modes is , \omega \propto k^2, where \omega is the and k is the wavevector, leading to phase velocity v_p = \omega/k \propto k and group velocity v_g = d\omega/dk \propto k. of these modes is primarily characterized by the dimensionless Gilbert parameter \alpha, which describes the phenomenological relaxation of and is typically very small (e.g., \alpha \approx 10^{-4} in YIG), enabling long propagation lengths. Spin waves exhibit distinct types based on the underlying magnetic order and . In ferromagnetic systems, the quadratic arises from the net magnetization, whereas in antiferromagnets, the opposing sublattice alignments result in a linear \omega \propto k. In thin films, backward volume modes propagate perpendicular to the applied field with opposite to the , while surface modes (e.g., Damon-Eshbach ) are localized near the film surface and display nonreciprocal propagation directionality. The energy scale of spin waves is determined by the interplay of exchange and Zeeman energies, with the spin wave stiffness constant D quantifying the exchange stiffness in the Heisenberg model as D = 2JSa^2/\hbar, where J is the exchange integral, S is the spin quantum number, a is the lattice constant, and \hbar is the reduced Planck's constant. This parameter governs the curvature of the dispersion relation and scales with the material's magnetic ordering strength.

Historical Background

The concept of spin waves emerged in the early as a theoretical framework to understand collective excitations in ferromagnetic materials. In 1930, introduced the idea of spin waves in his seminal paper, proposing them as small rotational displacements of atomic spins aligned in a ferromagnet. This classical model, based on an atomistic picture of exchange interactions between neighboring spins on a cubic , explained the temperature dependence of without invoking magnetic domains. Specifically, Bloch derived that the reduction in magnetization follows M(T) = M(0) \left(1 - c T^{3/2}\right) at low temperatures, where c is a constant dependent on material parameters, attributing this to thermal excitation of long-wavelength spin waves. The quantum mechanical formulation of spin waves advanced significantly in the 1940s through the work of Theodore Holstein and Henry Primakoff, who developed a boson representation of operators via the Holstein-Primakoff . This approach mapped the spin system to non-interacting bosonic modes, identifying magnons—the quanta of spin waves—as ic quasiparticles that obey Bose-Einstein statistics. Their 1940 paper formalized the diagonalization of the Hamiltonian for ferromagnets, enabling precise calculations of low-energy excitations and bridging classical spin wave descriptions to a fully quantum treatment. This quantization was rooted in the microscopic model of interactions, first proposed by in 1928, marking a shift from phenomenological mean-field theories like Pierre-Ernest Weiss's 1907 model to atomistic quantum descriptions. Post-World War II developments in the integrated spin wave theory with advanced , particularly for thermodynamic properties of magnets at low temperatures. Freeman Dyson's 1956 analysis of spin-wave interactions provided a rigorous for the Heisenberg ferromagnet, accounting for magnon-magnon scattering and confirming the stability of the low-temperature T^{3/2} behavior for both magnetization and specific heat. This era solidified the application of the Heisenberg in microscopic calculations, predicting the spin-wave contribution to the specific heat as C \propto T^{3/2}, which arises from the dispersion of magnons and their Bose-Einstein . These advancements highlighted the to comprehensive quantum models, influencing predictions for scattering experiments that later validated the theory.

Theoretical Description

Classical Spin Wave Theory

The classical theory of spin waves describes the collective dynamics of in ferromagnetic materials using a approximation, treating the as a continuous rather than discrete spins. This semiclassical approach relies on the Landau-Lifshitz equation, which governs the of the \mathbf{M}(\mathbf{r}, t): \frac{d\mathbf{M}}{dt} = -\gamma \mathbf{M} \times \mathbf{H}_\mathrm{eff} + \frac{\alpha}{M_s} \mathbf{M} \times (\mathbf{M} \times \mathbf{H}_\mathrm{eff}), where \gamma is the , \mathbf{H}_\mathrm{eff} is the effective , M_s is the saturation magnetization, and \alpha is the dimensionless Gilbert parameter. The first term represents precessional motion due to the from \mathbf{H}_\mathrm{eff}, while the second term accounts for dissipative relaxation toward the effective direction. This , originally proposed by Landau and Lifshitz with a different damping formulation and later recast in the Gilbert form, provides the foundation for analyzing small-amplitude excitations around a uniform . The effective field \mathbf{H}_\mathrm{eff} incorporates contributions from various energy terms in the micromagnetic . The exchange field arises from the spatial variation of and is given by \mathbf{H}_\mathrm{ex} = \frac{2A}{\mu_0 M_s^2} \nabla^2 \mathbf{M}, where A is the exchange stiffness and \mu_0 is the ; this term favors parallel alignment of neighboring moments and dominates at short wavelengths. The Zeeman field is \mathbf{H}_\mathrm{Z} = \mathbf{B}_\mathrm{ext} / \mu_0, due to an external applied \mathbf{B}_\mathrm{ext}. Demagnetization effects produce a dipolar field \mathbf{H}_\mathrm{demag} = -\mathbf{N} \cdot \mathbf{M} / \mu_0, where \mathbf{N} is the demagnetization tensor depending on sample . fields \mathbf{H}_\mathrm{an} stem from crystalline or shape-induced preferences, such as uniaxial \mathbf{H}_\mathrm{an} = (2K / \mu_0 M_s^2) (\mathbf{M} \cdot \hat{n}) \hat{n}, with K the and \hat{n} the easy . These components collectively determine the restoring torques for spin wave propagation. For small excitations, the theory linearizes the Landau-Lifshitz equation around the equilibrium state where \mathbf{M}_0 = M_s \hat{z}, assuming transverse deviations \mathbf{m}_\perp = (m_x, m_y, 0) with |\mathbf{m}_\perp| \ll M_s. This semiclassical linearization parallels the low-order Holstein-Primakoff transformation in quantum treatments, where spins are approximated by small angular deviations from alignment, but here it uses vector calculus without boson operators. Substituting \mathbf{M} = \mathbf{M}_0 + \mathbf{m} and neglecting higher-order terms yields coupled equations for m_x and m_y. For a plane-wave ansatz \mathbf{m} \propto e^{i(\mathbf{k} \cdot \mathbf{r} - \omega t)} in an infinite ferromagnet with uniform external field H along z and neglecting dipolar and anisotropy effects for simplicity, the dispersion relation emerges as \omega(\mathbf{k}) = \gamma \left( H + D k^2 \right), where D = 2 A / M_s is the spin-wave stiffness, k = |\mathbf{k}|, and the relation holds for propagation perpendicular to H. This quadratic dispersion reflects the balance between Zeeman energy (gap at k=0) and exchange stiffness (curvature for finite k). Including dipolar interactions modifies the form for backward-volume or surface modes, but the exchange-dominated regime persists at higher k. In finite geometries like thin films, boundary conditions significantly influence spin wave modes. The Walker modes, also known as magnetostatic surface waves, arise in films magnetized in-plane, satisfying the continuity of the normal component of \mathbf{B} and tangential \mathbf{H} at the surfaces. These modes localize near the film edges or surfaces, contrasting with bulk volume modes that extend throughout the thickness; the dispersion for Walker modes exhibits nonreciprocity, with frequency shifts depending on propagation direction relative to the magnetization. Pinned or unpinned boundary conditions (e.g., due to surface anisotropy) quantize the wavevector across the film thickness, leading to standing spin wave resonances with discrete k_z = n \pi / d for film thickness d and mode index n. Surface modes have lower frequencies than bulk modes for the same in-plane k, enabling selective excitation. This classical framework is valid primarily for long-wavelength excitations where k a \ll 1, with a the atomic , ensuring the continuum approximation holds and atomic-scale discreteness is negligible. It neglects quantum fluctuations, treating excitations as coherent classical waves rather than quantized , which limits applicability at low temperatures or high densities where zero-point motion or Bose statistics become relevant.

Quantum Mechanical Formulation

In the quantum mechanical formulation, spin waves are quantized as discrete excitations known as , which represent the quanta of collective spin deviations in a magnetically ordered system. These arise from mapping the spin operators onto bosonic via the Holstein-Primakoff transformation, valid in the low-temperature limit where the number of magnons is much smaller than the total spin magnitude. Specifically, for a ferromagnet aligned along the z-direction, the spin lowering is approximated as S_i^- \approx \sqrt{2S} a_i, where S is the , a_i annihilates a magnon at site i, and higher-order terms are neglected for dilute excitations. This transformation treats spin waves as modes, enabling a second-quantized description of the system's dynamics. The underlying Hamiltonian for interacting spins is the Heisenberg model, given by H = -J \sum_{\langle i,j \rangle} \mathbf{S}_i \cdot \mathbf{S}_j - g \mu_B B \sum_i S_i^z, where J > 0 is the ferromagnetic exchange constant, the sum is over nearest neighbors, B is an external along z, g is the , and \mu_B is the . Applying the Holstein-Primakoff transformation and transforming to momentum space yields a in the bosonic operators, which is diagonalized via a to obtain non-interacting modes with energy \hbar \omega_k = g \mu_B B + 2 J S (1 - \cos(ka)), where k is the wavevector and a is the . The resulting becomes H = \sum_k \hbar \omega_k (b_k^\dagger b_k + 1/2), where b_k are the diagonalized bosonic operators, revealing the spectrum of independent excitations. As bosons, magnons obey Bose-Einstein statistics, with thermal occupation given by the Bose-Einstein distribution n_k = \frac{1}{\exp(\hbar \omega_k / k_B T) - 1}, where k_B is Boltzmann's constant and T is temperature. In systems with a populated lowest-energy mode, such as under parametric pumping or near saturation fields, magnons can undergo Bose-Einstein condensation, where a macroscopic number occupy the k=0 state, leading to coherent precession. This condensation is theoretically described within the framework of nonequilibrium Bose gases, with the chemical potential approaching zero from below as the magnon density increases. Unlike equilibrium atomic BECs, magnon condensation often requires continuous pumping to balance dissipation, but the underlying bosonic nature enables similar quantum coherence effects. Magnon interactions introduce nonlinearities beyond the approximation, primarily through magnon-magnon processes that conserve total and momentum. These arise from fourth-order terms in the expanded Heisenberg Hamiltonian, such as four-magnon interactions, which can lead to decay or coalescence of magnons. Additionally, long-range dipole-dipole interactions, proportional to $1/r^3 where r is inter-spin distance, couple magnon modes and induce , particularly for long-wavelength excitations in ferromagnetic films. These effects are crucial for understanding finite-temperature linewidths and thermalization in magnon gases. Distinct from phonons, which are of vibrations with always gapless acoustic branches due to , exhibit a gapless spectrum in zero as Goldstone modes from broken spin-rotation , tunable via applied fields to open a Zeeman gap g \mu_B B. This field tunability, absent in phonons, allows precise control over dispersion and enables phenomena like avoided crossings in systems, while both share bosonic statistics, couple primarily to rather than mechanical strain.

Experimental Observation

Early Discoveries

The initial experimental evidence for spin waves emerged in the mid-1940s through studies of ferromagnetic resonance (FMR) in metals. In 1946, J. H. E. Griffiths reported anomalous high-frequency resistance in ferromagnetic substances, attributing the temperature-dependent energy loss to the excitation of spin waves as predicted by Bloch's theory, marking the first indirect confirmation of these collective excitations. This observation aligned with the expected thermal population of low-energy spin waves, providing early validation of their role in magnetic dynamics. During the 1950s, further insights came from analyses of FMR linewidth broadening, which was linked to relaxation processes involving spin waves. Experiments on thin films and bulk ferromagnets revealed that the linewidth increased with temperature due to of the uniform mode (k=0) by thermal spin waves, a phenomenon explained by mechanisms such as those proposed by Akhiezer, where four-magnon interactions contributed significantly to . These studies, conducted on materials like and iron, highlighted the influence of and dipolar effects on non-uniform spin wave modes, though direct detection of propagating waves remained challenging. A pivotal advancement occurred in 1957 when B. N. Brockhouse used inelastic to directly observe spin waves in (Fe₃O₄), mapping their and confirming their bosonic nature as magnons. Subsequent experiments in the early 1960s by R. N. Sinclair and B. N. Brockhouse on metallic ferromagnets like iron and demonstrated the characteristic \omega \propto k^2 for long-wavelength magnons, with constants around 260–280 meV Ų for iron, validating Bloch's theory in metallic systems and revealing intersections with Stoner continuum excitations at higher energies. These measurements established as a key tool for probing magnon spectra, though early spectrometers struggled with energy resolution, limiting observations to wavelengths longer than about 10 Å. In the 1960s, microwave absorption experiments in yttrium iron garnet (YIG) provided direct evidence of propagating spin waves. E. Schlömann and colleagues observed magnetostatic spin wave modes in YIG disks using continuous-wave microwave techniques, demonstrating propagation over millimeter distances with low damping, which confirmed the dipolar-exchange nature of these modes and their utility in validating theoretical predictions. Complementing this, P. A. Fleury et al. reported the first Brillouin light scattering (BLS) observations of non-zero wavevector spin waves in ferromagnets in 1966, enabling optical access to thermal magnons with resolutions down to sub-millimeter wavelengths. However, early techniques faced significant challenges in resolving short-wavelength spin waves, as the required high momentum and energy transfers exceeded the capabilities of available neutron and light scattering instruments, often masking exchange-dominated regimes near zone boundaries.

Modern Techniques

Modern techniques for observing spin waves have advanced significantly since the , enabling high spatial and , as well as time-resolved imaging at the nanoscale. These methods leverage optical, electrical, and synchrotron-based probes to generate, detect, and visualize spin wave dynamics with unprecedented precision, facilitating studies in thin films, nanostructures, and hybrid systems. Brillouin light scattering (BLS) serves as a cornerstone for high-resolution of spin waves, allowing selection of specific wave vectors (k) through inelastic light scattering from magnons. In backscattering geometry, the maximum resolvable k is determined by the incidence angle, reaching up to approximately 39 rad μm⁻¹ with (325 nm) excitation, which is crucial for probing short-wavelength modes inaccessible to other techniques. Recent enhancements include microfocused BLS setups achieving spatial resolutions down to 250 nm using high-numerical-aperture objectives, enabling nanoscale imaging of thermally excited or driven spin waves in ferromagnetic films and waveguides. The tandem Fabry-Pérot interferometer (TFPI) has been pivotal in these advances, providing sub-GHz frequency resolution (e.g., 45 MHz at a 5 GHz ) and contrast ratios exceeding 10¹⁰, which suppresses and allows detection of weak spin wave signals since its refinement in the late . Automated TFPI systems, developed around 1999, now support space-, time-, and phase-resolved measurements, capturing four-dimensional data on spin wave propagation. Time-resolved magneto-optical Kerr effect (MOKE) microscopy has enabled direct visualization of spin wave propagation in , particularly in (Ni₈₀Fe₂₀) thin films since the early . This pump-probe technique uses a to excite spin waves via the or thermal gradients, followed by Kerr rotation measurements to map dynamics with temporal resolution and micrometer spatial resolution. Studies in 20-30 nm thick permalloy stripes have revealed nonreciprocal propagation and interference patterns of spin wave packets, with delays on the order of nanoseconds (e.g., 1-5 ns for mode beating at 2-3 GHz frequencies) under microwave excitation. These observations highlight edge versus bulk mode differences, where edge modes exhibit lower frequencies due to pinned boundary conditions, providing insights into confinement effects in nanoscale structures. Electrical excitation methods, including microwave antennas and spin-torque oscillators, have emerged in the 2010s for efficient, coherent generation of spin waves, bypassing optical limitations. Microwave antennas produce Oersted fields from alternating currents, launching propagating spin waves in waveguides like yttrium iron garnet (YIG) films, with frequencies tunable from GHz to tens of GHz depending on field and geometry. Spin-torque oscillators, particularly in Pt/YIG hybrids, utilize the spin Hall effect in heavy metals like platinum to generate spin-orbit torques that excite auto-oscillations in 20 nm thick YIG microdiscs at threshold currents of 7-13 mA, producing coherent single modes at 3-4 GHz with linewidths of 10-20 MHz. These devices demonstrate propagation lengths enhanced by up to a factor of 10 in ultra-thin YIG/Pt bilayers through spin-orbit torque modulation of damping, enabling low-power magnonic signal processing. X-ray based techniques, such as resonant soft scattering, have extended spin wave studies to antiferromagnets, where scattering is challenging due to weak signals. (RIXS) at the Cu L₃ edge (around 930 eV) probes dispersions in cuprates like La₂CuO₄, resolving single and multi-magnon excitations up to 500 meV energy with 400 meV resolution in micrometer-sized samples. This method confirms dispersive behaviors at low temperatures (e.g., 30 K), aligning with theoretical bi-magnon models and enabling room-temperature measurements unattainable with s. For nanoscale probing, scanning transmission X-ray microscopy (STXM) provides element-specific imaging of spin wave dynamics with 10 nm spatial and 10 ps , leveraging synchrotron sources in low-alpha mode. In ferromagnetic thin films like NiFe and CoFeB, TR-STXM has visualized short-wavelength modes (down to 70 nm) at multi-GHz frequencies, including quasi-uniform and higher-order excitations in single layers and acoustic/optical modes in bilayers. Applications to domain walls reveal nonreciprocal spin wave emission and propagation across vortex structures, with currents steering wave patterns over distances exceeding multiple exchange lengths. Since 2020, further advances have included time-resolved electron coupled with microwaves for capturing spin wave dynamics in compressed (as of 2025), magnetoresistive sensors integrated on magnonic waveguides for direct detection, and techniques enabling direct observation of spin waves at the nanoscale. These developments enhance spatiotemporal resolution and integration with spintronic devices.

Applications

In Magnetic Materials

Spin waves, often referred to as in their quantized form, play a crucial role in the thermal properties of magnetic materials, particularly at low temperatures. In ferromagnets, thermal excitation of magnons contributes to the specific heat, following a C \propto T^{3/2} dependence due to the quadratic of long-wavelength spin waves, which leads to a proportional to \epsilon^{1/2} where \epsilon is the magnon energy. This magnon-specific heat term dominates over phonon contributions below approximately 10 K in many materials, providing a key signature for experimental verification of spin-wave theory. Additionally, magnon excitations reduce the spontaneous magnetization according to Bloch's T^{3/2} law, where the magnetization M(T) = M(0) \left[1 - \left(\frac{T}{T_c}\right)^{3/2}\right], arising from the thermal population of low-energy spin waves that misalign spins from the ground state. This law accurately describes the temperature-induced demagnetization in bulk ferromagnets at low temperatures, with deviations appearing near the Curie temperature due to higher-order interactions. The propagation and stability of spin waves in magnetic materials are strongly influenced by damping mechanisms, which broaden the resonance linewidth and limit coherence lengths. Damping arises primarily from defects, impurities, and spin-orbit interactions, leading to energy dissipation through processes like magnon-phonon scattering or two-magnon scattering at inhomogeneities. In the phenomenological Landau-Lifshitz- equation, this is captured by the damping parameter \alpha, where linewidth \Delta H \propto \alpha \omega for frequency \omega. Insulating ferrimagnets like (YIG) exhibit exceptionally low with \alpha \sim 10^{-5}, enabling long-distance spin-wave propagation with minimal loss, whereas metallic ferromagnets typically show higher values around \alpha \sim 0.01 due to enhanced electron-magnon scattering. These differences highlight the role of material purity and structure in controlling linewidth, with impurities increasing \alpha by introducing scattering centers that relax spin . Ferrimagnetic materials such as YIG are paradigmatic for low-loss spin-wave studies, owing to their net non-zero from unequal sublattice s and ultra-low that supports millimeter-scale propagation. YIG's ferrimagnetic ordering allows coherent spin-wave excitations with high group velocities, making it ideal for probing magnetic . In contrast, half-metallic Heusler alloys like Co₂MnSi exhibit 100% polarization at the , enabling efficient spin-wave propagation over distances exceeding 100 μm while maintaining half-metallic properties that filter currents. These alloys combine ferromagnetic ordering with metallic conductivity in one channel, facilitating spin-wave studies in systems with potential for spintronic integration. Engineering spin-wave properties in magnetic materials involves tuning the spin-wave stiffness constant D, which governs the quadratic term in the dispersion relation \omega(k) \approx D k^2, to tailor propagation characteristics. Doping with non-magnetic impurities, such as in permalloy, reduces D by diluting exchange interactions, allowing control over spin-wave velocities and cutoff frequencies for applications in thermal management. Strain engineering, applied via epitaxial growth or substrate mismatch, modulates D by altering bond angles and exchange integrals, as demonstrated in manganites where compressive strain enhances stiffness. In the 2020s, topological magnonics has advanced through skyrmion crystals, where periodic topological spin textures induce bandgaps and chiral edge modes in the magnon spectrum, enabling robust, dissipationless propagation protected by topology. These structures, stabilized in thin films under perpendicular fields, represent a frontier for engineering non-reciprocal spin-wave transport.

In Spintronic Devices

Spin waves, or magnons, play a pivotal role in by enabling low-power information processing through and propagation without charge displacement, thus avoiding inherent in conventional . In magnonic logic, spin waves are utilized to construct gates via patterns in ferromagnetic waveguides. Seminal proposals from the demonstrated AND and OR operations using (YIG) waveguides, where input spin waves from multiple sources interfere constructively or destructively at output transducers to encode logic states based on thresholds. Recent realizations have advanced this concept with inverse-design algorithms optimizing YIG-based arrays of current loops to achieve high-contrast gates, including NOT (34 contrast), AND (19.7 ), and OR (53.9 ), operating at 5.04 GHz with forward-volume magnetostatic spin waves. Spin wave buses facilitate efficient data transmission in spintronic architectures, leveraging the recoil-free nature of magnon to minimize and heat generation. In YIG-based systems, spin waves propagate at group velocities up to 7.6 km/s over micrometer-scale distances with low , enabling interconnects that surpass electron-based buses in . Integration with complementary metal-oxide-semiconductor () technology is achieved through spin Hall nano-oscillators (SHNOs), which convert electrical inputs to spin waves via spin-orbit in materials like /CoFeB/MgO, allowing on-chip hybridization for scalable devices. These buses support parallel signal routing via dipolar coupling between adjacent waveguides, as demonstrated in directional couplers for multi-channel magnonic networks. For memory applications, magnon-based random access memory (RAM) concepts exploit spin waves for high-density storage since 2015, encoding data in the collective configurations of magnetic elements within waveguide meshes. In magnonic combinatorial memory, a 5×5 YIG mesh stores information through unique propagation paths determined by magnet arrangements at junctions, which act as frequency filters and phase shifters, enabling storage of up to 10 Mb of data. Writing is performed using spin-transfer torque to reorient nanomagnets, as shown in NiFe/YIG hybrids, while readout relies on phase-sensitive detection of output spin waves. Sensing applications leverage magnons' sensitivity for enhanced detection in spintronic sensors, though practical implementations remain exploratory. Recent advances in the have focused on hybrid magnon-photon devices within cavity magnonics, where strong between magnons and microwave photons in superconducting enables coherent and quantum-enhanced operations. For instance, YIG spheres coupled to demonstrate magnon-photon hybridization with strengths exceeding rates, facilitating nonreciprocal transmission and slow-light effects for low-loss . These systems offer energy efficiencies up to orders of magnitude higher than charge-based due to dissipationless transport, with applications in scalable quantum networks. As of 2025, further progress includes the demonstration of standalone, monolithically integrated magnonic devices for on-chip applications and the exploration of two-dimensional van der Waals magnets to enable scalable spin-wave propagation in ultrathin structures.

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