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Hubbard-Extended Holstein Model Overview

Updated 12 July 2026
  • The Hubbard-Extended Holstein Model is a class of lattice Hamiltonians that combine local Coulomb repulsion with Holstein-type electron-phonon coupling to produce diverse magnetic, charge, and superconducting phases.
  • Model variants extend interactions to include nonlocal density-density and phonon couplings, enabling studies of bipolaron formation, metallic regimes, and time-dependent nonequilibrium dynamics.
  • Advanced computational methods such as quantum Monte Carlo, DMFT, and Lang-Firsov transformations are used to explore phase competition, thermalization, and lattice dynamics in both equilibrium and driven settings.

The Hubbard-Extended Holstein Model denotes a family of lattice Hamiltonians in which Holstein-type electron-phonon coupling is combined with Hubbard electron-electron repulsion. In the narrowest usage this is the Hubbard-Holstein model, while in broader usage it also includes nearest-neighbor density interactions, nonlocal electron-phonon form factors, multiorbital generalizations, doping away from half filling, and explicitly time-dependent nonequilibrium variants. Across these formulations, the defining problem is the competition between local Coulomb repulsion, phonon-mediated attraction, retardation, and lattice geometry, which yields antiferromagnetic, charge-ordered, bond-ordered, metallic, superconducting, bipolaronic, and nonequilibrium thermalizing regimes (Picano et al., 12 Apr 2026, Miyao, 2016, Weber, 2024).

1. Canonical Hamiltonians and model variants

In its standard static form, the model combines nearest-neighbor hopping, an onsite Hubbard repulsion, and a local Holstein coupling between the electron density and a local lattice displacement. A representative Hamiltonian is

H=ijσtij(ciσcjσ+H.c.)+Uinini+i(12KQi2gQini)μiσniσ,{\cal H} = \sum_{\langle ij \rangle \sigma} t_{ij}\left(c_{i\sigma}^{\dagger} c_{j\sigma} + H.c.\right) + U \sum_i n_{i\uparrow} n_{i\downarrow} + \sum_i \left( \frac{1}{2} K Q_i^2 - g Q_i n_i \right) - \mu \sum_{i\sigma} n_{i\sigma},

with tij=tt_{ij}=-t, local distortion QiQ_i, lattice stiffness KK, and chemical potential μ\mu (Kurdestany et al., 2017). In the square-lattice formulation used for variational Monte Carlo studies, the phonon coordinate is equivalently written as

xi=12MΩ(bi+bi),x_i = \sqrt{\frac{1}{2M\Omega}}(b_i+b_i^\dagger),

so that the Hamiltonian contains a harmonic phonon sector with mass MM and frequency Ω\Omega together with the local density-displacement term gixinig\sum_i x_i n_i (Ohgoe et al., 2017).

The “extended” qualifier is used in two distinct senses in the literature. One extends the electron-electron sector by adding nonlocal density-density interactions. A rigorous half-filled formulation on a finite cubic lattice is

HA=(x;y)=1t(cxcy+cycx)+UxA(nx1)2+V(x;y)(nx1)(ny1)+gxA(nx1)(bx+bx)+ωxAbxbx,H_A=\sum_{(x;y)\,\circ=1} -t\,(c_x^*c_y+c_y^*c_x) +U\sum_{x\in A}(n_x-1)^2 +V\sum_{(x;y)}(n_x-1)(n_y-1) +g\sum_{x\in A}(n_x-1)(b_x+b_x^*) +\omega\sum_{x\in A} b_x^*b_x,

where tij=tt_{ij}=-t0 is a nearest-neighbor repulsion and tij=tt_{ij}=-t1 the Einstein-phonon frequency (Miyao, 2016). The other extends the electron-phonon sector itself, as in the one-dimensional extended Holstein-extended Hubbard model,

tij=tt_{ij}=-t2

where the electron on site tij=tt_{ij}=-t3 couples to phonons on two sites, tij=tt_{ij}=-t4 and tij=tt_{ij}=-t5 (Tam et al., 2013).

Nonequilibrium work commonly adopts a time-dependent Hubbard-Holstein Hamiltonian with local Einstein phonons and explicit quenches. In the weak-coupling nonequilibrium DMFT study, the Hamiltonian contains a time-dependent Holstein coupling tij=tt_{ij}=-t6, and at half filling the choice tij=tt_{ij}=-t7, tij=tt_{ij}=-t8, and tij=tt_{ij}=-t9 removes the Hartree term (Picano et al., 12 Apr 2026). This half-filled, local, dispersionless-phonon setting is often used as the minimal “Hubbard-extended Holstein” reference point.

2. Effective interactions, retardation, and transformed descriptions

A central organizing quantity is the phonon-renormalized onsite interaction. After a Lang-Firsov transformation in the extended Holstein-Hubbard model, the effective interaction becomes

QiQ_i0

so the phonons contribute an attractive term QiQ_i1 that can reduce or overcome the bare onsite repulsion (Miyao, 2016). In more general bipartite-lattice formulations,

QiQ_i2

which makes explicit that the phonon-mediated attraction is a matrix correction to the Coulomb interaction (Miyao, 2016).

In path-integral treatments, integrating out the phonons yields a retarded density-density interaction rather than a purely static one. For the one-dimensional half-filled Hubbard-Holstein model,

QiQ_i3

and only in the antiadiabatic limit does one recover the instantaneous interaction

QiQ_i4

This is the basis for the statement that the model is “reminiscent of the extended Hubbard model,” while the mechanism is distinct: the competition is not between onsite and nearest-neighbor instantaneous repulsion, but between a static repulsive part and a retarded attractive screening in the same local channel (Weber, 2024).

The same structure appears in the square-lattice Holstein-Hubbard model treated by variational Monte Carlo, where integrating out phonons gives

QiQ_i5

and in the antiadiabatic limit

QiQ_i6

This language is useful for locating the regime QiQ_i7, but the finite-frequency problem remains genuinely dynamical (Ohgoe et al., 2017). Nonequilibrium studies make this limitation sharper: after an electron-phonon coupling quench, the generalized Lang-Firsov construction yields a time-dependent effective interaction QiQ_i8, so a static screened-QiQ_i9 picture is insufficient once coherent phonon dynamics are excited (Werner et al., 2013).

Strong-coupling expansions recast the problem into effective low-energy Hamiltonians whose form depends on the sign of

KK0

For KK1, the low-energy sector contains no doubly occupied sites and maps to a generalized KK2-KK3-KK4 model; for KK5, the low-energy sector is one of onsite bipolarons and maps to a hard-core boson model (Han et al., 2020). Retardation, encoded by the phonon frequency relative to interaction scales, controls how strongly hopping is suppressed by Franck-Condon factors and therefore how readily the system enters cluster, bipolaronic, or charge-ordered regimes.

3. Half-filled phase competition

At half filling, the model is a canonical setting for competition among spin-density-wave, charge-density-wave, bond-ordered, metallic, and pairing tendencies. In one dimension, exact directed-loop quantum Monte Carlo for retarded interactions finds four regimes at KK6: SDW, Luther-Emery liquid, BOW, and CDW. For KK7, the SDW-to-BOW boundary is consistent with a Berezinskii-Kosterlitz-Thouless transition at KK8, while the BOW-to-CDW transition is continuous and second-order at KK9, with finite-size extrapolation giving μ\mu0. At stronger coupling, the BOW phase shrinks; at μ\mu1, the intermediate BOW phase is gone and the SDW-CDW transition is strongly first-order (Weber, 2024).

Two-dimensional studies reveal a different ordering balance. Variational Monte Carlo on the square-lattice Holstein-Hubbard model finds an AF insulating phase at large μ\mu2 and small μ\mu3, a CO insulating phase at large μ\mu4 and small μ\mu5, and an “extended intermediate metallic or weakly superconducting phase” near μ\mu6. For the example μ\mu7, μ\mu8, the AF-to-intermediate and intermediate-to-CO boundaries are marked by energy crossings near μ\mu9 and xi=12MΩ(bi+bi),x_i = \sqrt{\frac{1}{2M\Omega}}(b_i+b_i^\dagger),0, respectively, consistent with first-order-like transitions (Ohgoe et al., 2017). In a complementary finite-temperature CT-INT study of the half-filled two-dimensional model, the CDW transition is in the universality class of the two-dimensional Ising model. At xi=12MΩ(bi+bi),x_i = \sqrt{\frac{1}{2M\Omega}}(b_i+b_i^\dagger),1, xi=12MΩ(bi+bi),x_i = \sqrt{\frac{1}{2M\Omega}}(b_i+b_i^\dagger),2, and xi=12MΩ(bi+bi),x_i = \sqrt{\frac{1}{2M\Omega}}(b_i+b_i^\dagger),3, the critical temperature is xi=12MΩ(bi+bi),x_i = \sqrt{\frac{1}{2M\Omega}}(b_i+b_i^\dagger),4, and increasing xi=12MΩ(bi+bi),x_i = \sqrt{\frac{1}{2M\Omega}}(b_i+b_i^\dagger),5 to xi=12MΩ(bi+bi),x_i = \sqrt{\frac{1}{2M\Omega}}(b_i+b_i^\dagger),6 reduces xi=12MΩ(bi+bi),x_i = \sqrt{\frac{1}{2M\Omega}}(b_i+b_i^\dagger),7 by about xi=12MΩ(bi+bi),x_i = \sqrt{\frac{1}{2M\Omega}}(b_i+b_i^\dagger),8. Above xi=12MΩ(bi+bi),x_i = \sqrt{\frac{1}{2M\Omega}}(b_i+b_i^\dagger),9, the data are consistent with a spin-gapped bipolaronic metal (Weber et al., 2017).

Phonon dynamics sharpen the distinction between Peierls, metallic, and Mott regimes. In the one-dimensional half-filled Holstein-Hubbard chain, CT-INT calculations of the phonon spectral function find behavior consistent with a soft-mode Peierls transition in the adiabatic regime, a central peak related to long-range order in the Peierls phase, substantial phonon renormalization in the metallic regime, and only weakly modified dispersion in the Mott phase (Weber et al., 2015). The result ties the lattice sector directly to charge fluctuations through exact relations between the phonon propagator and the dynamic charge structure factor.

In three and higher dimensions, rigorous results confirm that the half-filled extended Holstein-Hubbard model supports genuine long-range charge order when the electron-phonon side is sufficiently strong. Under the condition MM0 and MM1, there is staggered long-range charge order at sufficiently low temperature; in the opposite regime MM2, earlier results imply no long-range charge order and an antiferromagnetic ground state (Miyao, 2016). This provides a mathematically controlled counterpart to the phase-competition picture found numerically in lower-dimensional formulations.

4. Doping, nonlocal couplings, multiorbital structure, and bipolaron physics

Away from half filling, the balance between Mottness and lattice-driven localization changes qualitatively. In a Hartree-Fock treatment of the doped Hubbard-Holstein model on the cubic lattice, the ground-state energy MM3 is not everywhere convex, so the uniform state is unstable to coexistence between an insulating AF phase at MM4 and a carrier-rich metallic phase at MM5. The metallic volume fraction is MM6, and conduction begins when MM7 exceeds the percolation threshold MM8, giving MM9. Finite electron-lattice coupling Ω\Omega0 does not change the ordering of homogeneous AF, F, P, or spiral phases at fixed density, but it increases Ω\Omega1 and hence Ω\Omega2, stabilizing the insulating side (Kurdestany et al., 2017).

Nonlocal electron-phonon coupling can qualitatively alter the half-filled low-energy instability. In the one-dimensional extended Holstein-extended Hubbard model, the momentum dependence of the phonon-mediated interaction contains the factor Ω\Omega3. At half filling, Ω\Omega4 implies Ω\Omega5, so the nonlinear Ω\Omega6 electron-phonon term vanishes, spin-charge coupling is weakened, Umklapp is suppressed, and dominant singlet superconducting fluctuations appear in a substantial weak-repulsion region of the Ω\Omega7-Ω\Omega8 plane (Tam et al., 2013). This is a sharp contrast with the purely local Holstein limit, where half-filled density-wave physics is typically stronger.

Extended electron-phonon range also changes bipolaron binding. In one dimension, the local Holstein-Hubbard model shows no bipolaron-bipolaron attraction, whereas the extended-Holstein-Hubbard Ω\Omega9 model exhibits clear bipolaron-bipolaron attraction above gixinig\sum_i x_i n_i0 at gixinig\sum_i x_i n_i1. The threshold for a single spin-parallel bipolaron is gixinig\sum_i x_i n_i2, and above this value the resulting composite survives even as gixinig\sum_i x_i n_i3 (Chakraborty et al., 2013). In three-dimensional BCC and FCC lattices, continuous-time path-integral QMC finds that purely local Holstein coupling favors only onsite gixinig\sum_i x_i n_i4 bipolarons, while extended coupling stabilizes intersite gixinig\sum_i x_i n_i5 bipolarons. In the extended model, there is a region of light pairing in both lattices, and on the FCC lattice at large phonon frequency and large gixinig\sum_i x_i n_i6, intersite bipolarons become superlight because they move by first-order hopping (Adebanjo et al., 23 Jul 2025).

Multiorbital generalizations add another layer of competition. Determinant quantum Monte Carlo for a one-dimensional three-orbital Hubbard-Holstein model at filling gixinig\sum_i x_i n_i7 finds a metallic phase at weak couplings, an orbital-selective Mott phase at larger gixinig\sum_i x_i n_i8 and small gixinig\sum_i x_i n_i9, a multicomponent CDW insulator at larger HA=(x;y)=1t(cxcy+cycx)+UxA(nx1)2+V(x;y)(nx1)(ny1)+gxA(nx1)(bx+bx)+ωxAbxbx,H_A=\sum_{(x;y)\,\circ=1} -t\,(c_x^*c_y+c_y^*c_x) +U\sum_{x\in A}(n_x-1)^2 +V\sum_{(x;y)}(n_x-1)(n_y-1) +g\sum_{x\in A}(n_x-1)(b_x+b_x^*) +\omega\sum_{x\in A} b_x^*b_x,0 and small HA=(x;y)=1t(cxcy+cycx)+UxA(nx1)2+V(x;y)(nx1)(ny1)+gxA(nx1)(bx+bx)+ωxAbxbx,H_A=\sum_{(x;y)\,\circ=1} -t\,(c_x^*c_y+c_y^*c_x) +U\sum_{x\in A}(n_x-1)^2 +V\sum_{(x;y)}(n_x-1)(n_y-1) +g\sum_{x\in A}(n_x-1)(b_x+b_x^*) +\omega\sum_{x\in A} b_x^*b_x,1, and, when both couplings are large but comparable, an orbitally correlated insulating phase with strong short-range orbital correlations but without a large charge susceptibility. In the intermediate-coupling regime, the metallic region sits roughly where HA=(x;y)=1t(cxcy+cycx)+UxA(nx1)2+V(x;y)(nx1)(ny1)+gxA(nx1)(bx+bx)+ωxAbxbx,H_A=\sum_{(x;y)\,\circ=1} -t\,(c_x^*c_y+c_y^*c_x) +U\sum_{x\in A}(n_x-1)^2 +V\sum_{(x;y)}(n_x-1)(n_y-1) +g\sum_{x\in A}(n_x-1)(b_x+b_x^*) +\omega\sum_{x\in A} b_x^*b_x,2 (Li et al., 2018). This indicates that the Hubbard-Extended Holstein framework remains nontrivial even when the local charge channel is embedded in multiorbital Hund-coupled physics.

5. Nonequilibrium dynamics and dynamical diagnostics

Nonequilibrium formulations treat the model as a laboratory for thermalization, screening dynamics, and coupled electron-phonon memory effects. In the weak-coupling half-filled Hubbard-Holstein model, a sudden quench HA=(x;y)=1t(cxcy+cycx)+UxA(nx1)2+V(x;y)(nx1)(ny1)+gxA(nx1)(bx+bx)+ωxAbxbx,H_A=\sum_{(x;y)\,\circ=1} -t\,(c_x^*c_y+c_y^*c_x) +U\sum_{x\in A}(n_x-1)^2 +V\sum_{(x;y)}(n_x-1)(n_y-1) +g\sum_{x\in A}(n_x-1)(b_x+b_x^*) +\omega\sum_{x\in A} b_x^*b_x,3 from an initial equilibrium state at HA=(x;y)=1t(cxcy+cycx)+UxA(nx1)2+V(x;y)(nx1)(ny1)+gxA(nx1)(bx+bx)+ωxAbxbx,H_A=\sum_{(x;y)\,\circ=1} -t\,(c_x^*c_y+c_y^*c_x) +U\sum_{x\in A}(n_x-1)^2 +V\sum_{(x;y)}(n_x-1)(n_y-1) +g\sum_{x\in A}(n_x-1)(b_x+b_x^*) +\omega\sum_{x\in A} b_x^*b_x,4 and HA=(x;y)=1t(cxcy+cycx)+UxA(nx1)2+V(x;y)(nx1)(ny1)+gxA(nx1)(bx+bx)+ωxAbxbx,H_A=\sum_{(x;y)\,\circ=1} -t\,(c_x^*c_y+c_y^*c_x) +U\sum_{x\in A}(n_x-1)^2 +V\sum_{(x;y)}(n_x-1)(n_y-1) +g\sum_{x\in A}(n_x-1)(b_x+b_x^*) +\omega\sum_{x\in A} b_x^*b_x,5 produces a crossover between electron-dominated and phonon-dominated relaxation. For the parameters studied, the crossover occurs around HA=(x;y)=1t(cxcy+cycx)+UxA(nx1)2+V(x;y)(nx1)(ny1)+gxA(nx1)(bx+bx)+ωxAbxbx,H_A=\sum_{(x;y)\,\circ=1} -t\,(c_x^*c_y+c_y^*c_x) +U\sum_{x\in A}(n_x-1)^2 +V\sum_{(x;y)}(n_x-1)(n_y-1) +g\sum_{x\in A}(n_x-1)(b_x+b_x^*) +\omega\sum_{x\in A} b_x^*b_x,6. Step-by-Step DMFT reveals a sharp thermalization front in the plane of real time and DMFT iteration number; electronic observables show a clear front already for weak quenches, while the local dispersionless phonons exhibit a delayed front that becomes visible only near and beyond the crossover. Whenever both fronts are resolved, they propagate with the same velocity, indicating coherent thermalization of the coupled electron-phonon system. Moderate Hubbard repulsion HA=(x;y)=1t(cxcy+cycx)+UxA(nx1)2+V(x;y)(nx1)(ny1)+gxA(nx1)(bx+bx)+ωxAbxbx,H_A=\sum_{(x;y)\,\circ=1} -t\,(c_x^*c_y+c_y^*c_x) +U\sum_{x\in A}(n_x-1)^2 +V\sum_{(x;y)}(n_x-1)(n_y-1) +g\sum_{x\in A}(n_x-1)(b_x+b_x^*) +\omega\sum_{x\in A} b_x^*b_x,7 changes rates quantitatively but not the overall mechanism (Picano et al., 12 Apr 2026).

In the strong-coupling nonequilibrium regime, interaction quenches and electron-phonon coupling quenches produce different but related effects. Nonequilibrium DMFT with a generalized Lang-Firsov transformation and NCA/OCA impurity solvers shows that a rapid HA=(x;y)=1t(cxcy+cycx)+UxA(nx1)2+V(x;y)(nx1)(ny1)+gxA(nx1)(bx+bx)+ωxAbxbx,H_A=\sum_{(x;y)\,\circ=1} -t\,(c_x^*c_y+c_y^*c_x) +U\sum_{x\in A}(n_x-1)^2 +V\sum_{(x;y)}(n_x-1)(n_y-1) +g\sum_{x\in A}(n_x-1)(b_x+b_x^*) +\omega\sum_{x\in A} b_x^*b_x,8-pulse creates doublon-hole excitations whose decay is phonon-assisted and strongly enhanced when the Mott gap is commensurate with an integer multiple of HA=(x;y)=1t(cxcy+cycx)+UxA(nx1)2+V(x;y)(nx1)(ny1)+gxA(nx1)(bx+bx)+ωxAbxbx,H_A=\sum_{(x;y)\,\circ=1} -t\,(c_x^*c_y+c_y^*c_x) +U\sum_{x\in A}(n_x-1)^2 +V\sum_{(x;y)}(n_x-1)(n_y-1) +g\sum_{x\in A}(n_x-1)(b_x+b_x^*) +\omega\sum_{x\in A} b_x^*b_x,9. A quench in tij=tt_{ij}=-t00 generates a time-dependent effective interaction

tij=tt_{ij}=-t01

persistent oscillations of the phonons, and phonon-enhanced doublon production (Werner et al., 2013). This establishes that nonequilibrium phonons act not only as a dissipative channel but also as a coherent drive.

Several diagnostics expose the local lattice sector more directly than conventional spectra. NRG combined with DMFT yields the full probability distribution tij=tt_{ij}=-t02 of the local phonon displacement and an effective local potential tij=tt_{ij}=-t03. In the impurity problem and the infinite-dimensional lattice model, increasing electron-phonon coupling broadens tij=tt_{ij}=-t04 and can produce a double-peak structure or a double-well effective potential, while finite tij=tt_{ij}=-t05 delays these features; in the lattice problem the normal, antiferromagnetic, and charge-ordered phases display distinct displacement distributions (Hewson et al., 2010). Exact nonequilibrium spectral moment sum rules for the retarded Green’s function and self-energy further constrain any time-dependent solution. For the fully time-dependent Holstein-Hubbard Hamiltonian, zeroth through third moments were derived in real and momentum space, providing exact benchmarks for time-resolved many-body calculations and for the interpretation of ultrafast spectra (Najafi et al., 2021).

The phonon spectral function provides an additional dynamical window. In the one-dimensional half-filled model, the exact relation

tij=tt_{ij}=-t06

shows that the phonon propagator is directly tied to charge fluctuations. This explains the small-tij=tt_{ij}=-t07 anomaly as a hybridization of charge and phonon excitations and clarifies why the central peak in the Peierls phase is suppressed when Hubbard repulsion drives the system toward a metallic or Mott regime (Weber et al., 2015).

6. Rigorous results, methods, and realizations

The Hubbard-Extended Holstein family has an unusually strong rigorous foundation. For the extended Holstein-Hubbard model on a connected bipartite lattice at half filling, if tij=tt_{ij}=-t08 is positive definite, then for each spin sector tij=tt_{ij}=-t09 the ground state of tij=tt_{ij}=-t10 is unique. The same work proves an upper bound on the charge susceptibility,

tij=tt_{ij}=-t11

for momenta with tij=tt_{ij}=-t12, implying absence of charge long-range order when tij=tt_{ij}=-t13 is uniformly positive (Miyao, 2014). A related theorem for the Holstein-Hubbard model on connected bipartite lattices states that if tij=tt_{ij}=-t14 is positive definite, the ground state has Lieb-type ferrimagnetic total spin tij=tt_{ij}=-t15, is unique up to tij=tt_{ij}=-t16-fold spin degeneracy, exhibits antiferromagnetic long-range order when the sublattice imbalance is extensive, and shows no long-range charge order when tij=tt_{ij}=-t17 (Miyao, 2016). In the single-hole, tij=tt_{ij}=-t18 limit, Nagaoka ferromagnetism remains stable after adding Holstein coupling, so the projected ground state still has maximal total spin tij=tt_{ij}=-t19 under the connectivity condition (Miyao, 2016).

The model has therefore been attacked with a broad methodological arsenal rather than a single dominant technique. Weak-coupling nonequilibrium studies use conserving nonequilibrium DMFT with self-consistent Migdal and self-consistent second-order perturbation theory (Picano et al., 12 Apr 2026). Strong-coupling nonequilibrium work uses generalized Lang-Firsov transformations together with NCA and OCA impurity solvers (Werner et al., 2013). Equilibrium lattice problems have been studied with CT-INT QMC (Weber et al., 2015, Weber et al., 2017), exact directed-loop QMC for retarded interactions (Weber, 2024), many-variable variational Monte Carlo (Ohgoe et al., 2017), determinant QMC (Li et al., 2018), NRG+DMFT (Hewson et al., 2010), and continuous-time path-integral QMC for bipolaron formation (Adebanjo et al., 23 Jul 2025). This methodological diversity reflects the fact that the model interpolates between weak-coupling Fermi-surface physics, intermediate-coupling competing orders, and strong-coupling polaronic or bipolaronic sectors.

The same breadth appears in proposed realizations. A cold-atom quantum simulator based on two dressed Rydberg species in a monolayer with species-selective painted optical potentials was proposed as an analogue of the extended Hubbard-Holstein problem. The construction is designed to realize hopping, onsite Hubbard interaction, phonon modes, and tunable phonon-mediated onsite and offsite interactions. It was argued that both boson-mediated preformed pairing and BKT transition temperatures are experimentally accessible, with tij=tt_{ij}=-t20 and tij=tt_{ij}=-t21 in representative regimes (Hague et al., 2020).

Taken together, these results define the Hubbard-Extended Holstein Model not as a single Hamiltonian but as a controlled hierarchy of local and extended electron-phonon Hubbard systems. Its unifying theme is that a local repulsion tij=tt_{ij}=-t22, a Holstein coupling tij=tt_{ij}=-t23, and, when present, nonlocal interactions or nonequilibrium driving do not merely compete quantitatively; they reorganize the accessible low-energy manifold, the nature of order parameters, and the route to thermalization.

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