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Many-body localization

Many-body localization (MBL) is a phenomenon occurring in isolated, strongly disordered, interacting quantum many-body systems, where disorder prevents the system from reaching thermal equilibrium, leading to a non-ergodic phase that acts as a perfect insulator at finite temperatures and retains memory of its initial conditions in local observables for arbitrarily long times. Unlike single-particle Anderson localization, which affects non-interacting particles, MBL emerges from the interplay of disorder and interactions, stabilizing localized eigenstates that violate the eigenstate thermalization hypothesis (ETH) and exhibit an extensive set of quasi-local conserved quantities. This results in slow or logarithmic growth of entanglement entropy after quantum quenches, area-law scaling of entanglement even in highly excited states, and the possibility of dynamically stable quantum orders inaccessible to equilibrium thermodynamics. The concept of MBL was theoretically proposed in 2006 by Basko, Aleiner, and Altshuler, who demonstrated through perturbative analysis that an MBL phase exists in one-dimensional interacting systems for sufficiently strong , marking a transition from a metallic to an insulating state at finite interaction strength. Subsequent theoretical work has extended MBL to higher dimensions, spin systems, and lattice models, revealing its robustness against weak perturbations and connections to concepts like correction. Experimentally, MBL has been observed in synthetic quantum platforms, including ultracold atoms in disordered optical lattices, where signatures like suppressed transport and persistent initial-state correlations were reported in , as well as in trapped-ion and superconducting arrays demonstrating the localization transition. MBL challenges the foundations of statistical mechanics by providing a mechanism for ergodicity breaking in closed quantum systems, with implications for understanding non-equilibrium dynamics, quantum simulation, and potential applications in quantum memory devices that resist decoherence. Ongoing research debates the stability of the MBL phase against rare resonances and heating effects, particularly in higher dimensions, while numerical studies using tensor networks and exact diagonalization continue to probe the critical disorder strength and universality class of the MBL transition.

Fundamentals of Thermalization and Localization

Thermalization in Isolated Quantum Many-Body Systems

In isolated quantum many-body systems, thermalization refers to the process by which an initial non-equilibrium state evolves under unitary to appear equilibrated, as if described by a . This phenomenon arises due to the intrinsic of , where the system's evolution explores the available densely, leading to statistical behavior consistent with . Unlike classical , which relies on mixing in to justify time averages equaling averages, quantum is constrained by unitarity, preserving the total of the at zero while allowing subsystem entropies to increase irreversibly, mimicking the second law of . The (ETH) provides a microscopic foundation for this thermalization in non-integrable systems. ETH posits that individual eigenstates |E_α⟩ behave as thermal states for local observables, such that the matrix elements ⟨E_α|O|E_β⟩ of a generic operator O take the form ⟨E_α|O|E_β⟩ ≈ f_O(E) δ(E_α - E_β) + e^{-S(E)/2} g_O(E, ω) R_{αβ}, where E = (E_α + E_β)/2, ω = E_α - E_β, S(E) is the thermodynamic at E, f_O and g_O are smooth functions, and R_{αβ} is a with zero mean and unit variance. This ensures that diagonal elements match microcanonical expectations, while off-diagonal elements are suppressed exponentially with system size, enabling the system to equilibrate without violating unitarity. Thermalization dynamics manifest through the growth of entanglement and entropy measures in subsystems. For an initial pure state |ψ(0)⟩ evolving as |ψ(t)⟩ = e^{-iHt/ℏ} |ψ(0)⟩, the von Neumann entropy S_vN of a subsystem increases from near zero to the Page value S_vN ≈ ln D_A - 1/2, where D_A is the Hilbert space dimension of the subsystem, reflecting maximal entanglement at infinite temperature. Alternatively, the diagonal entropy S_diag(t) = -∑_α |⟨E_α|ψ(t)⟩|^2 ln |⟨E_α|ψ(t)⟩|^2, computed in the energy eigenbasis, rises to the infinite-temperature value ln D, where D is the total Hilbert space dimension, indicating relaxation to a diagonal ensemble. However, clean integrable systems, such as non-interacting free fermions, fail to thermalize due to an abundance of conserved quantities, like single-particle occupation numbers, which constrain the dynamics to a generalized Gibbs ensemble (GGE) rather than a thermal state. In these cases, expectation values of observables do not approach those of a grand canonical ensemble but instead remain tied to the initial state's constraints, preventing full ergodicity.

Single-Particle Anderson Localization

In 1958, published a groundbreaking paper demonstrating that disorder in a can prevent the of electrons, leading to their localization. This work addressed transport processes in impure semiconductors, where random potentials disrupt coherent wave propagation, marking the origin of what is now known as . Anderson's analysis showed that sufficiently strong disorder confines wavefunctions to finite regions, inhibiting extended states and metallic conduction. The foundational model for this localization is the tight-binding Hamiltonian on a lattice: H = \sum_i \epsilon_i |i\rangle \langle i| + t \sum_{\langle i,j \rangle} \left( |i\rangle \langle j| + \mathrm{h.c.} \right), where \epsilon_i are random on-site energies drawn from a disorder distribution, t is the hopping amplitude between nearest neighbors \langle i,j \rangle, and h.c. denotes the Hermitian conjugate. For strong disorder, where the typical |\epsilon_i| exceeds t, the eigenstates become exponentially localized, with wavefunctions decaying as \psi(r) \sim e^{-|r|/\xi}, where \xi is the localization length that remains finite and independent of system size. This localization arises from destructive interference in the disordered potential, preventing wavepacket spreading. A key theoretical advancement came in 1979 with the scaling theory of localization by Abrahams, Anderson, Licciardello, and Ramakrishnan, which provided a framework for understanding the transition between localized and delocalized phases. Building on Thouless's argument that conductance serves as a measure of level spacing relative to the Thouless energy, the theory analyzes how conductance g(L) scales with system size L in d dimensions, revealing a lower d_c = 2 below which all states are localized for any disorder strength. In one and two dimensions, the scaling flow drives systems toward insulating behavior, while in three dimensions, a metal-insulator transition occurs at a critical disorder strength. A hallmark of the localized phase is the absence of diffusion: starting from an initial state, the mean-squared displacement \langle r^2(t) \rangle saturates to a constant value at long times rather than growing linearly as \sim t in a diffusive metal. This saturation reflects the confinement of probability density within the localization volume \sim \xi^d, underscoring the failure of in disordered non-interacting systems.

Definition and Mechanisms of Many-Body Localization

Core Phenomenon and Transition Criteria

Many-body localization (MBL) represents a dynamical in isolated, ed, interacting quantum many-body systems where strong suppresses thermalization, preventing the system from reaching despite unitary evolution. In this , the fails, and the system preserves information about its initial conditions indefinitely, exhibiting non-ergodic behavior that contrasts with the rapid equilibration seen in clean or weakly ed thermalizing systems. This phenomenon generalizes single-particle to the interacting regime, where localizes not just single-particle wavefunctions but the entire many-body state. A hallmark of MBL is the slow growth of entanglement entropy following a quantum quench, scaling as S(t) \sim \log t due to dephasing between quasi-local conserved quantities, rather than the linear-in-time growth to a volume-law saturation characteristic of ergodic phases. This logarithmic entanglement spreading reflects area-law scaling in the steady state, preserving short-range correlations and avoiding the extensive entanglement typical of thermal states. The transition to the MBL phase occurs at a critical disorder strength W_c \sim J, where J denotes the typical interaction or hopping amplitude, marking the onset of localization. This criterion arises from a many-body of the Imry-Ma argument, which assesses the stability of ordered domains against disorder-induced fluctuations, predicting that interactions destabilize localization only when disorder is insufficient to suppress resonant couplings across scales. Diagnostic signatures include a crossover in spacing statistics from Gaussian Orthogonal Ensemble (GOE) distributions in the ergodic phase—indicating chaotic level repulsion—to Poisson statistics in the MBL phase, signaling uncorrelated, localized eigenstates. An experimentally viable probe of the transition is the site-resolved imbalance parameter, defined as I(t) = \frac{1}{N(N-1)} \sum_{i < j} \langle (n_i - n_j)^2 \rangle, where n_i is the occupation at site i and N is the system size; in the MBL phase, I(t) saturates to a nonzero value reflecting persistent inhomogeneities, whereas it relaxes to zero in the thermal phase. The phenomenological renormalization group (PRG) framework captures the transition as an unstable flow between fixed points: weak disorder drives the system toward an ergodic, thermalizing attractor, while strong disorder flows to an MBL fixed point where localization cascades across length scales.

Role of Disorder and Interactions

In many-body localization (MBL), plays a central role in suppressing thermalization by localizing single-particle excitations, while interactions introduce coupling between these excitations that can either stabilize or destabilize the localized phase depending on their relative strengths. Random , typically modeled as uncorrelated on-site random fields drawn from a uniform distribution, induces MBL in one-dimensional interacting systems above a critical strength, where the system fails to explore its full Hilbert space due to exponentially suppressed hopping amplitudes. Quasiperiodic , such as in the Aubry-André model with a potential V(x) = 2\lambda \cos(2\pi b x + \phi), also supports MBL but exhibits distinct stability thresholds; single-particle localization occurs at a finite \lambda_c = 2, and the many-body phase persists for \lambda > \lambda_c albeit with reduced robustness to interactions compared to random , as quasiperiodic potentials lack the rare deep traps that enhance localization in random cases. Interactions are essential for MBL, as non-interacting disordered systems always localize in one dimension via , but interactions can delocalize the system by generating resonances that facilitate energy exchange across sites. In a perturbative framework, starting from strongly disordered single-particle localized states, interactions of strength J perturbatively couple distant sites, creating resonances with probability P \sim (J/W)^q where W is the disorder strength and q > 1 represents the number of sites involved (often q \sim r for r); for W \gg J, these resonances are exponentially rare, allowing the system to remain localized with quasi-local integrals of motion (l-bits). This suppression of resonances under strong disorder distinguishes MBL from ergodic thermalization, where dense resonances lead to rapid equilibration. However, the of the MBL phase remains debated, with mechanisms like of resonances potentially destabilizing it on long timescales, and numerical evidence suggesting sensitivity to system size. Certain factors can destabilize MBL by enhancing or introducing effective heating. Long-range interactions decaying as $1/r^\alpha with \alpha \leq 2 promote delocalization even at , as they enable efficient energy transport and lead to an "MBL meltdown" where the localized phase collapses into thermalization on finite timescales. Similarly, environmental , modeled as on , destroys MBL by facilitating incoherent scattering that averages over quantum superpositions, driving the system toward classical thermalization regardless of strength. A canonical model illustrating these effects is the one-dimensional disordered Heisenberg spin-1/2 chain, H = \sum_i J_i \vec{S}_i \cdot \vec{S}_{i+1} + \sum_i h_i S_i^z, where J_i are uniform exchange couplings (often set to J=1) and h_i are random fields uniformly distributed in [-W, W]. Earlier numerical studies suggested an MBL for W > W_c \approx 3.8 J, with the transition marked by the onset of l-bit fragmentation and logarithmic entanglement , while weaker yields ergodic behavior. However, more recent investigations using larger system sizes indicate a higher critical or question the existence of a stable MBL in the , with estimates drifting upward (e.g., W_c \gtrsim 5) to finite-size effects.

Theoretical Developments

Historical Evolution

The concept of many-body localization (MBL) originated from efforts to understand how interactions in disordered could extend or suppress single-particle . In 2006, Basko, Aleiner, and Altshuler investigated the crossover from non-interacting localized states to the many-body regime, proposing a perturbative mechanism where strong disorder could prevent thermalization and lead to ergodicity breaking even at finite temperatures. This work highlighted the failure of thermalization in isolated quantum many-body systems as a key puzzle driving the field. A formal proposal for MBL came in 2007 with numerical studies by Oganesyan and Huse, who used exact diagonalization on small random chains to provide evidence of localization at high temperatures, showing that entanglement entropy saturates to a finite value independent of system size in the localized phase. This demonstrated a many-body localization transition as a function of disorder strength. In 2010, Pal and Huse built on this by examining the full spectrum of the , confirming that all eigenstates in the MBL phase are localized, with level statistics resembling a rather than the Wigner-Dyson form expected for ergodic systems. During the 2010s, theoretical developments solidified the MBL framework. In , Serbyn, Papić, and Abanin proposed that MBL states are characterized by emergent local conservation laws, providing a description of the phase. A major milestone occurred in 2016 when Imbrie delivered a rigorous proof of MBL for a specific class of one-dimensional disordered chains with random fields and interactions, relying on assumptions about eigenvalue repulsion to establish localization of all eigenstates. Pre-2020, the field saw intense debates on the sharpness of the MBL transition and the stability of the phase against finite-size effects or higher-order processes, including discussions on whether in the MBL exhibit strict localization or slower, logarithmic light cones for entanglement and spreading. These controversies have continued post-2020, with recent numerical studies using and exact diagonalization suggesting potential instability of the MBL phase due to rare region effects and avalanche mechanisms leading to slow delocalization, as reviewed in 2024.

Emergent Integrability and L-Bits

In the many-body localized (MBL) phase, the system exhibits emergent integrability, characterized by an extensive set of approximately conserved local quantities that diagonalize the to leading order. This structure arises from strong disorder, which suppresses the thermalization processes typical of ergodic systems, leading to a quasi-integrable description despite the presence of interactions. Central to this picture are localized bits, or l-bits, which serve as effective quasiparticles representing local integrals of motion. These l-bits are constructed perturbatively from the bare operators S_i^z of the underlying model, taking the form \tau_i^z \approx S_i^z + \sum_{j>i} \phi_{ij} S_j^z, where the couplings \phi_{ij} decay with distance, \phi_{ij} \sim e^{-|i-j|/\xi}, with \xi being the localization length. This exponential localization ensures that each l-bit is predominantly supported on a single site, with weak tails extending to distant sites, thereby preserving locality and approximate conservation. The l-bit operators \{\tau_i^z\} commute nearly with the , [H, \tau_i^z] \approx 0, up to exponentially small terms. In the basis of these l-bits, the MBL adopts an approximately diagonal form, H \approx \sum_i \varepsilon_i \tau_i^z + \sum_{i<j} V_{ij} \tau_i^z \tau_j^z + \cdots , where the single-l-bit terms \varepsilon_i are site-dependent energies set by the disorder, and the interaction terms V_{ij} decay exponentially with separation, V_{ij} \sim e^{-|i-j|/\xi}. Higher-order interactions, such as three-body terms, are similarly suppressed. This representation reveals the emergent integrability: the l-bits act as a complete set of weakly interacting conserved quantities, akin to an integrable model, preventing the system from exploring the full Hilbert space and inhibiting thermalization. The weakness of inter-l-bit couplings ensures that dynamics occur on exponentially long timescales, stabilizing the localized phase. A key consequence of this structure is the slow, logarithmic growth of entanglement entropy following a quantum quench, S(t) \approx (c/3) \log t, where c is a constant related to the central charge of the underlying . This growth arises from rare resonances between l-bits, where occasional strong couplings allow limited hybridization, propagating information diffusively via an . In this process, a resonant pair of l-bits can trigger further resonances in neighboring sites, but the exponential rarity of such events—governed by the disorder distribution—limits the spread to a logarithmic light cone, preventing ballistic entanglement propagation. This distinguishes from ergodic phases, where entanglement grows linearly with time. The l-bit framework connects directly to the full many-body localization criterion, where all eigenstates are localized in Fock space, meaning their support is confined to a vanishing fraction of the exponentially large Hilbert space dimension. In this regime, the approximate conservation of l-bits ensures that eigenstates are simultaneous eigenstates of the \tau_i^z operators to leading order, with matrix elements between distant configurations suppressed exponentially. This localization of the entire spectrum underpins the breakdown of thermalization and the persistence of initial state information indefinitely. The l-bit picture was first proposed in the early as a phenomenological description of .

Exotic Phenomena and Phases

Non-Ergodic Orders and Symmetry Breaking

In many-body localized (MBL) systems, non-ergodic orders emerge as robust phases that evade thermalization, featuring area-law entangled eigenstates with underlying hidden symmetries. These states maintain low entanglement entropy scaling with the boundary area of subsystems, S \propto |\partial A|, in contrast to the volume-law scaling S \propto |A| in ergodic systems. A key framework for understanding this is the spectrum bifurcation renormalization group (SBRG), which maps MBL Hamiltonians to fixed points resembling entanglement renormalization, where emergent conserved quantities act as stabilizers that enforce the area-law structure and reveal hidden symmetries in the spectrum. This renormalization reveals a fragmented Hilbert space, with the fixed-point Hamiltonians taking the form H_{\text{eff}} = \sum_i \epsilon_i \tau_i^z + \sum_{i<j} J_{ij} \tau_i^z \tau_j^z + \cdots, where the \tau_i^z operators represent quasi-local integrals of motion stabilizing the non-ergodic order. Such orders protect against decoherence, allowing persistent patterns incompatible with thermal equilibrium. Spontaneous symmetry breaking in MBL phases extends beyond ground-state phenomena, occurring in highly excited eigenstates and defying the eigenstate thermalization hypothesis. In disordered quantum Ising chains, for instance, the \mathbb{Z}_2 symmetry can break spontaneously, sustaining ferromagnetic order in the MBL regime even at energy densities where thermal phases would be paramagnetic. This preservation arises because localization inhibits the propagation of information needed to restore symmetry, enabling broken-symmetry configurations in finite-energy sectors. The disordered transverse-field Ising model H = -\sum_i J_i \sigma_i^z \sigma_{i+1}^z + \sum_i h_i \sigma_i^x exemplifies this, where strong random fields h_i drive localization while interactions J_i support the ordered phase past the thermal critical point. These broken symmetries contribute to exotic orders, stabilized by the absence of thermalization. Recent theoretical work has extended this to non-abelian symmetries in certain disordered systems. Fractal phases in MBL represent a many-body analog of multifractality observed in single-particle , characterized by non-trivial scaling of wavefunction statistics in Fock space. Eigenstates in the MBL phase display multifractal distributions, quantified by the inverse participation ratio (IPR) scaling as \text{IPR} \sim L^{-\tau(2)}, where \tau(2) \neq d and d is the system dimension, indicating sparse, fractal support unlike the ergodic \tau(2) = d or fully localized \tau(2) = 0 cases. This multifractality, with generalized dimensions D_q satisfying $0 < D_q < 1, emerges from interactions and disorder, leading to inhomogeneous participation across basis states. At the MBL transition, these properties sharpen, with the one-particle density matrix basis revealing enhanced localization compared to the computational basis. An illustrative example is the disordered higher-dimensional Sachdev-Ye-Kitaev (SYK) model on bipartite lattices, which undergoes an MBL while exhibiting emergent conformal symmetry in its delocalized phase. In this model, coupling N interacting Majorana fermions on one sublattice to M free ones on the other via random hoppings, the ratio r = M/N tunes the at r_c = 1; for r < 1, a diffusive metallic phase displays maximal chaos and conformal invariance at low energies, while r > 1 yields MBL with Poissonian level statistics. These features highlight how can stabilize non-ergodic orders with conformal elements near the . The of such phases relies on the underlying emergent integrability through localized bits (L-bits).

Implications for Quantum Memory

Many-body localization (MBL) provides a robust for by preventing thermalization, thereby preserving initial quantum states against decoherence in isolated systems. In the MBL phase, local observables retain memory of their initial conditions indefinitely, as interactions and disorder localize the system's into quasi-conserved quantities known as l-bits. This leads to an exponentially long time, where the fidelity of the initial state evolves as F(t) \approx e^{-\Gamma t}, with the \Gamma \sim e^{-L/\xi} depending exponentially on the system size L and localization length \xi. Such protection arises from the absence of diffusive transport and entanglement growth beyond logarithmic scales, enabling stable storage of even at finite temperatures. A key signature of this memory preservation is the suppression of quantum scrambling, quantified by out-of-time-order correlators (OTOCs) of the form \langle W(t) V(0) W(t) V(0) \rangle, where W and V are local operators separated in space. In thermalizing systems, these OTOCs decay to zero, indicating rapid information delocalization; in contrast, MBL systems exhibit OTOCs that saturate to a nonzero value, reflecting the persistence of local operator identities and limited information spreading. This behavior underscores MBL's role in maintaining quantum coherence against chaotic mixing. These properties position MBL as a for fault-tolerant quantum computing, where MBL-protected l-bits can serve as stable s resilient to s from interactions or weak coupling to environments. Recent theoretical proposals leverage MBL in disordered arrays for enhanced correction, demonstrating that disorder-induced localization can suppress propagation and extend logical lifetimes without active . For instance, analyses of the many-qubit protection-operation highlight how MBL enable simultaneous and in scalable architectures. Exotic non-ergodic orders in MBL phases can further underpin protected states, offering additional avenues for design. Despite these advantages, MBL quantum memories face limitations from finite-time delocalization triggered by rare resonances, where infrequent alignments of energy levels across distant sites induce slow thermalization avalanches. These resonances, occurring with probability exponentially suppressed in system size, can eventually erode localization on timescales t \sim e^{cL}, challenging long-term stability in practical implementations.

Experimental Realizations

Initial Demonstrations in Synthetic Systems

The initial experimental demonstrations of many-body localization (MBL) emerged in the mid-2010s using highly controllable synthetic quantum platforms, marking the first proof-of-principle observations of this non-ergodic phenomenon in interacting disordered systems. In 2015, ultracold fermionic atoms were loaded into a one-dimensional to realize the disordered Fermi-Hubbard model, where disorder was implemented through a quasi-random potential superimposed on the primary . By preparing initial states with inhomogeneous densities and monitoring , researchers observed suppressed thermalization: the density profiles retained memory of their initial configurations for times up to several seconds, in stark contrast to the rapid diffusive spreading seen in the clean, disorder-free case. This provided early evidence of MBL-induced localization in a strongly interacting fermionic system. Building on this, trapped-ion experiments in 2016 offered another seminal realization using chains of up to 10 ^{171}Yb^{+} ions to simulate particles under a disordered transverse-field Ising with programmable random disorder in the fields. Initial states were prepared far from equilibrium, such as domain-wall configurations, and evolved under the Hamiltonian via laser-driven interactions. Measurements revealed of bipartite entanglement with time, scaling as S \sim \log t, which is a hallmark of MBL dynamics driven by among localized , rather than the linear growth expected in ergodic systems. Central to these demonstrations were observables probing non-ergodicity, including spectral functions that displayed localized spectral weight without diffusive broadening, signaling the absence of thermalization. Additionally, the return probability |\langle \psi(0) | \psi(t) \rangle|^2 was measured via Loschmidt echoes, showing a slow, power-law decay in the MBL regime—retaining significant overlap with the initial state over long times—compared to the in thermalizing systems. These findings aligned with theoretical predictions of emergent local conserved quantities, or l-bits, that underpin the slow, quasi-integrable dynamics in MBL phases. Despite these successes, early experiments grappled with challenges inherent to finite-size systems and imperfect isolation. Limited chain lengths (around 5–10 sites) introduced finite-size effects, blurring the distinction between true MBL and transient prethermal behaviors, while unintended heating from sources like intensity fluctuations or residual noise could mimic by gradually populating higher-energy states. These issues necessitated careful engineering and short-time dynamics to isolate MBL signatures before decoherence dominated.

Recent Advances and Observables

Since 2022, experiments with arrays have provided new insights into many-body localization (MBL) by realizing strongly interacting spin models under controlled disorder, demonstrating localization in both one- and two-dimensional geometries. In these platforms, Rydberg blockade enforces infinite-range interactions, allowing the simulation of MBL in the limit of strong projections, where eigenstates exhibit area-law entanglement and logarithmic entanglement growth consistent with l-bit descriptions. These setups have revealed criticality at the MBL transition through multifractal scaling of wavefunctions, extending observations beyond random disorder to include antiblockade regimes. Superconducting qubit arrays have been used to probe MBL in two dimensions, with a 2025 demonstration using up to 70 s exploring delocalization under engineered disorder. The experiment observed faster decay of imbalance with increasing system size, providing evidence for the instability of the MBL phase in higher dimensions, consistent with theoretical predictions. Photonic lattices have enabled studies of quasiperiodic MBL since the early 2020s, particularly through kicked rotor models where incommensurate potentials induce localization without randomness, showing multifractal eigenstates and suppressed transport in integrated waveguide arrays. Advanced observables such as the Loschmidt echo and measures of dynamical quantum typicality have been employed to diagnose the MBL transition in these systems, capturing non-ergodic dynamics through decay rates and entanglement fluctuations. The Loschmidt echo, quantifying return probability after quenches, exhibits revivals and zeros signaling dynamical transitions at the MBL boundary, while dynamical typicality assesses how initial states sample the , revealing deviations from thermal expectations in localized phases. In 2025, investigations into multi-occupancy effects in the disordered Bose-Hubbard model demonstrated enhanced MBL stability for bosons compared to fermions, with multi-occupancy suppressing resonant delocalization and preserving localization even at stronger interactions. In 2025, numerical studies using Fock-space analysis have uncovered Poisson level statistics in the many-body spectrum, a hallmark of MBL indicating uncorrelated eigenstates across the Fock basis, confirming non-ergodicity through sparse connectivity in the energy landscape. Concurrently, evidence for MBL has been reported in systems with slowly varying potentials, where gradient-induced stabilizes localized phases against thermalization, as observed in exact diagonalization-validated simulations. Persistent open challenges include distinguishing genuine MBL from prethermal regimes, where apparent localization arises from slow heating rather than true eigenstate disorder. Long-time heating rates remain difficult to quantify experimentally, complicating claims of stability, as subtle resonances can induce eventual delocalization beyond accessible timescales.

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