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Generalized Quadratic Majorana Bilinears

Updated 4 July 2026
  • Generalized quadratic Majorana bilinears are operator structures that extend traditional iγ_iγ_j couplings, providing effective descriptions of pairing, symmetry, and topological features in diverse fermionic systems.
  • They include various forms such as antisymmetric quadratic constructs, local particle-hole bilinears, and reservoir-assisted cotunneling operators, each derived via distinct methodologies and symmetry arguments.
  • Beyond quadraticity, these bilinears highlight the persistence of robust algebraic features, notably the role of fermion parity, even when the effective mode ceases to be strictly quadratic.

Generalized quadratic Majorana bilineals are operator structures that extend the canonical Majorana bilinear iγiγji\gamma_i\gamma_j beyond the simplest free-fermion setting while preserving its role in pairing, symmetry, topology, transport, or qubit encoding. In the literature considered here, the topic includes antisymmetric quadratic forms in Majorana operators, local particle-hole bilinears of Bogoliubov–de Gennes amplitudes, complete symmetry classifications of bilinears in quadratic-band-touching theories, reservoir-assisted cotunneling bilinears on Majorana islands, non-Hermitian number-conserving bilinears in periodically driven superconductors, and bosonic analogues formulated through quadratic Markovian dynamics (Lee et al., 2013, Sedlmayr et al., 2015, Herbut et al., 23 Apr 2026, Tian, 7 May 2026, Bomantara, 2023, Flynn et al., 2021). A recurrent conclusion is that quadratic bilinears remain the canonical effective couplings, but the algebraic phenomena usually associated with them can persist even when the exact conserved mode is no longer quadratic.

1. Canonical bilinears and the Majorana algebra

The standard starting point is the decomposition of ordinary fermion operators aj,aja_j^\dagger,a_j into Majorana operators

γ2j1=aj+aj,γ2j=ajaji,\gamma_{2j-1}=a_j+a_j^\dagger,\qquad \gamma_{2j}=\frac{a_j-a_j^\dagger}{i},

with

γi=γi,{γi,γj}=2δij,γi2=1.\gamma_i^\dagger=\gamma_i,\qquad \{\gamma_i,\gamma_j\}=2\delta_{ij},\qquad \gamma_i^2=1.

These relations define the Clifford algebra underlying all later constructions (Lee et al., 2013).

Within this algebra, quadratic Majorana Hamiltonians are sums of bilinears iγiγji\gamma_i\gamma_j. The basic examples are Kitaev’s wire Hamiltonians

H0=ij=1Nγ2j1γ2j,H1=ij=1N1γ2jγ2j+1,H_0=-i\sum_{j=1}^{N}\gamma_{2j-1}\gamma_{2j},\qquad H_1=-i\sum_{j=1}^{N-1}\gamma_{2j}\gamma_{2j+1},

and, more generally, a quadratic Majorana Hamiltonian may be written as

H=i2ijAijγiγj,H=\frac{i}{2}\sum_{ij}A_{ij}\gamma_i\gamma_j,

with AijA_{ij} real antisymmetric (Lee et al., 2013).

These bilinears have the familiar physical interpretation. In H0H_0, the term

iγ2j1γ2j=2ajaj1-i\gamma_{2j-1}\gamma_{2j}=2a_j^\dagger a_j-1

is the occupation number shifted by aj,aja_j^\dagger,a_j0. In aj,aja_j^\dagger,a_j1, the bilinears mix neighboring Majoranas from different sites and generate both normal hopping and pairing terms in the underlying electron variables. In topological wires, exponentially localized end operators aj,aja_j^\dagger,a_j2 satisfy aj,aja_j^\dagger,a_j3, and the leading coupling between the ends is itself a quadratic Majorana bilinear,

aj,aja_j^\dagger,a_j4

At this level, quadratic bilinears pair Majoranas into ordinary fermions and split degeneracies (Lee et al., 2013).

A common misconception is that an odd number of Majorana generators automatically guarantees a doubled spectrum. The junction analysis of three Majoranas aj,aja_j^\dagger,a_j5 shows that the most general quadratic Hamiltonian

aj,aja_j^\dagger,a_j6

does not by itself produce intrinsic doubling when represented only through the algebra aj,aja_j^\dagger,a_j7; the missing ingredient is fermion parity (Lee et al., 2013).

2. Parity, odd products, and the nonlinear generalization of bilinears

The decisive extension beyond quadraticity is the inclusion of the parity operator

aj,aja_j^\dagger,a_j8

which obeys

aj,aja_j^\dagger,a_j9

for parity-conserving Hamiltonians. Once parity is included, the trijunction admits the nonlinear emergent operator

γ2j1=aj+aj,γ2j=ajaji,\gamma_{2j-1}=a_j+a_j^\dagger,\qquad \gamma_{2j}=\frac{a_j-a_j^\dagger}{i},0

with

γ2j1=aj+aj,γ2j=ajaji,\gamma_{2j-1}=a_j+a_j^\dagger,\qquad \gamma_{2j}=\frac{a_j-a_j^\dagger}{i},1

Because γ2j1=aj+aj,γ2j=ajaji,\gamma_{2j-1}=a_j+a_j^\dagger,\qquad \gamma_{2j}=\frac{a_j-a_j^\dagger}{i},2 commutes with the Hamiltonian but anticommutes with parity, it maps every eigenstate to another state of the same energy and opposite parity; the resulting doubling is therefore a whole-spectrum statement rather than only a ground-state statement (Lee et al., 2013).

This construction generalizes to any odd number γ2j1=aj+aj,γ2j=ajaji,\gamma_{2j-1}=a_j+a_j^\dagger,\qquad \gamma_{2j}=\frac{a_j-a_j^\dagger}{i},3 of Majorana operators at a junction: γ2j1=aj+aj,γ2j=ajaji,\gamma_{2j-1}=a_j+a_j^\dagger,\qquad \gamma_{2j}=\frac{a_j-a_j^\dagger}{i},4 For odd γ2j1=aj+aj,γ2j=ajaji,\gamma_{2j-1}=a_j+a_j^\dagger,\qquad \gamma_{2j}=\frac{a_j-a_j^\dagger}{i},5, the operator is Hermitian, squares to one, commutes with parity-conserving Hamiltonians built from these modes, and anticommutes with γ2j1=aj+aj,γ2j=ajaji,\gamma_{2j-1}=a_j+a_j^\dagger,\qquad \gamma_{2j}=\frac{a_j-a_j^\dagger}{i},6. For even γ2j1=aj+aj,γ2j=ajaji,\gamma_{2j-1}=a_j+a_j^\dagger,\qquad \gamma_{2j}=\frac{a_j-a_j^\dagger}{i},7, the parity relation changes from anticommutator to commutator, so the doubling argument fails (Lee et al., 2013).

The significance for generalized quadratic Majorana bilinears is structural. Ordinary bilinears remain the natural effective couplings, but the exact algebraic object controlling robustness at odd junctions is an odd Clifford product rather than a bilinear. In the quadratic trijunction case there is also a linear zero mode,

γ2j1=aj+aj,γ2j=ajaji,\gamma_{2j-1}=a_j+a_j^\dagger,\qquad \gamma_{2j}=\frac{a_j-a_j^\dagger}{i},8

but it is not independent: γ2j1=aj+aj,γ2j=ajaji,\gamma_{2j-1}=a_j+a_j^\dagger,\qquad \gamma_{2j}=\frac{a_j-a_j^\dagger}{i},9 When quartic or higher-order terms are included, such a linear γi=γi,{γi,γj}=2δij,γi2=1.\gamma_i^\dagger=\gamma_i,\qquad \{\gamma_i,\gamma_j\}=2\delta_{ij},\qquad \gamma_i^2=1.0 generally ceases to exist, whereas γi=γi,{γi,γj}=2δij,γi2=1.\gamma_i^\dagger=\gamma_i,\qquad \{\gamma_i,\gamma_j\}=2\delta_{ij},\qquad \gamma_i^2=1.1 survives. This suggests that the robust content of Majorana bilinear physics is not exhausted by quadraticity itself, but by the parity-based algebra that can persist after quadraticity is lost (Lee et al., 2013).

The same logic extends to larger interacting systems. If additional nearby ordinary fermionic modes are decomposed into Majoranas and added to the junction sector, the product of all Majoranas, with the appropriate power of γi=γi,{γi,γj}=2δij,γi2=1.\gamma_i^\dagger=\gamma_i,\qquad \{\gamma_i,\gamma_j\}=2\delta_{ij},\qquad \gamma_i^2=1.2, yields a generalized γi=γi,{γi,γj}=2δij,γi2=1.\gamma_i^\dagger=\gamma_i,\qquad \{\gamma_i,\gamma_j\}=2\delta_{ij},\qquad \gamma_i^2=1.3 that still satisfies the analogues of γi=γi,{γi,γj}=2δij,γi2=1.\gamma_i^\dagger=\gamma_i,\qquad \{\gamma_i,\gamma_j\}=2\delta_{ij},\qquad \gamma_i^2=1.4, γi=γi,{γi,γj}=2δij,γi2=1.\gamma_i^\dagger=\gamma_i,\qquad \{\gamma_i,\gamma_j\}=2\delta_{ij},\qquad \gamma_i^2=1.5, and γi=γi,{γi,γj}=2δij,γi2=1.\gamma_i^\dagger=\gamma_i,\qquad \{\gamma_i,\gamma_j\}=2\delta_{ij},\qquad \gamma_i^2=1.6. The exact conserved emergent Majorana may then become highly nonlinear in both effective Majorana operators and the underlying electron creation and destruction operators (Lee et al., 2013).

3. Local particle-hole bilinears and generalized Majorana polarization

A distinct quadratic generalization appears in Bogoliubov–de Gennes systems with particle-hole symmetry. The generalized Majorana polarization is defined from the local particle-hole self-overlap

γi=γi,{γi,γj}=2δij,γi2=1.\gamma_i^\dagger=\gamma_i,\qquad \{\gamma_i,\gamma_j\}=2\delta_{ij},\qquad \gamma_i^2=1.7

and the integrated criterion for a localization region γi=γi,{γi,γj}=2δij,γi2=1.\gamma_i^\dagger=\gamma_i,\qquad \{\gamma_i,\gamma_j\}=2\delta_{ij},\qquad \gamma_i^2=1.8 is

γi=γi,{γi,γj}=2δij,γi2=1.\gamma_i^\dagger=\gamma_i,\qquad \{\gamma_i,\gamma_j\}=2\delta_{ij},\qquad \gamma_i^2=1.9

The paper states that this is a necessary and sufficient criterion to test whether a state is a Majorana or not (Sedlmayr et al., 2015).

In the spinless case, with local Nambu spinor iγiγji\gamma_i\gamma_j0 and particle-hole operator iγiγji\gamma_i\gamma_j1, the local generalized Majorana polarization is

iγiγji\gamma_i\gamma_j2

In the spinful basis

iγiγji\gamma_i\gamma_j3

with iγiγji\gamma_i\gamma_j4, it becomes

iγiγji\gamma_i\gamma_j5

These are explicitly quadratic bilinears in local particle and hole amplitudes, and the paper identifies them as a universal measure of the same-spin particle-hole overlap (Sedlmayr et al., 2015).

This formulation shifts attention away from density and toward off-diagonal particle-hole coherence. A true Majorana requires not only electron-hole mixing but coherent spatial alignment of the local complex bilinears. The local quantity is represented as a complex two-component pseudo-spin-like vector; aligned vectors correspond to a true Majorana, whereas spatially rotating or oscillating vectors correspond to quasi-Majorana or non-Majorana states. The paper emphasizes that low energy alone is insufficient: a state may have large local Majorana polarization yet fail the integrated criterion because the local directions are misaligned (Sedlmayr et al., 2015).

The generalization relative to the earlier Majorana polarization of Sticlet et al. is symmetry-based. The older definition applied only to a subset of models, essentially BDI or “chiral orthogonal” settings with specific spin structure. The generalized definition is built directly from the particle-hole operator and is therefore applicable to arbitrary quadratic BdG Hamiltonians with particle-hole mixing, including D-, BDI-, and DIII-type systems, spinless and spinful cases, and disordered or noncollinear-spin settings (Sedlmayr et al., 2015).

4. Complete symmetry classification of quadratic bilinears in two-dimensional QBT systems

A different generalization concerns the classification of all quadratic fermion bilinears in two-dimensional quadratic-band-touching Hamiltonians even under momentum reversal. For a theory of iγiγji\gamma_i\gamma_j6 flavors of two-component complex fermions,

iγiγji\gamma_i\gamma_j7

with iγiγji\gamma_i\gamma_j8, the emergent internal symmetry is iγiγji\gamma_i\gamma_j9, not the orthogonal group familiar from Dirac/Majorana systems. A central identity is

H0=ij=1Nγ2j1γ2j,H1=ij=1N1γ2jγ2j+1,H_0=-i\sum_{j=1}^{N}\gamma_{2j-1}\gamma_{2j},\qquad H_1=-i\sum_{j=1}^{N-1}\gamma_{2j}\gamma_{2j+1},0

(Herbut et al., 23 Apr 2026).

After rewriting the complex field in a Majorana basis, the paper classifies all bilinears H0=ij=1Nγ2j1γ2j,H1=ij=1N1γ2jγ2j+1,H_0=-i\sum_{j=1}^{N}\gamma_{2j-1}\gamma_{2j},\qquad H_1=-i\sum_{j=1}^{N-1}\gamma_{2j}\gamma_{2j+1},1 with H0=ij=1Nγ2j1γ2j,H1=ij=1N1γ2jγ2j+1,H_0=-i\sum_{j=1}^{N}\gamma_{2j-1}\gamma_{2j},\qquad H_1=-i\sum_{j=1}^{N-1}\gamma_{2j}\gamma_{2j+1},2 as irreducible representations of H0=ij=1Nγ2j1γ2j,H1=ij=1N1γ2jγ2j+1,H_0=-i\sum_{j=1}^{N}\gamma_{2j-1}\gamma_{2j},\qquad H_1=-i\sum_{j=1}^{N-1}\gamma_{2j}\gamma_{2j+1},3. The symmetry generators are

H0=ij=1Nγ2j1γ2j,H1=ij=1N1γ2jγ2j+1,H_0=-i\sum_{j=1}^{N}\gamma_{2j-1}\gamma_{2j},\qquad H_1=-i\sum_{j=1}^{N-1}\gamma_{2j}\gamma_{2j+1},4

with total number

H0=ij=1Nγ2j1γ2j,H1=ij=1N1γ2jγ2j+1,H_0=-i\sum_{j=1}^{N}\gamma_{2j-1}\gamma_{2j},\qquad H_1=-i\sum_{j=1}^{N-1}\gamma_{2j}\gamma_{2j+1},5

matching the dimension of H0=ij=1Nγ2j1γ2j,H1=ij=1N1γ2jγ2j+1,H_0=-i\sum_{j=1}^{N}\gamma_{2j-1}\gamma_{2j},\qquad H_1=-i\sum_{j=1}^{N-1}\gamma_{2j}\gamma_{2j+1},6. These bilinears form the adjoint representation (Herbut et al., 23 Apr 2026).

The mass sector is defined by matrices H0=ij=1Nγ2j1γ2j,H1=ij=1N1γ2jγ2j+1,H_0=-i\sum_{j=1}^{N}\gamma_{2j-1}\gamma_{2j},\qquad H_1=-i\sum_{j=1}^{N-1}\gamma_{2j}\gamma_{2j+1},7 that anticommute with the QBT kinetic matrices: H0=ij=1Nγ2j1γ2j,H1=ij=1N1γ2jγ2j+1,H_0=-i\sum_{j=1}^{N}\gamma_{2j-1}\gamma_{2j},\qquad H_1=-i\sum_{j=1}^{N-1}\gamma_{2j}\gamma_{2j+1},8 and the allowed mass matrices are

H0=ij=1Nγ2j1γ2j,H1=ij=1N1γ2jγ2j+1,H_0=-i\sum_{j=1}^{N}\gamma_{2j-1}\gamma_{2j},\qquad H_1=-i\sum_{j=1}^{N-1}\gamma_{2j}\gamma_{2j+1},9

There are H=i2ijAijγiγj,H=\frac{i}{2}\sum_{ij}A_{ij}\gamma_i\gamma_j,0 such matrices. One of them,

H=i2ijAijγiγj,H=\frac{i}{2}\sum_{ij}A_{ij}\gamma_i\gamma_j,1

is a H=i2ijAijγiγj,H=\frac{i}{2}\sum_{ij}A_{ij}\gamma_i\gamma_j,2 singlet, while the rest form a nontrivial irrep of dimension H=i2ijAijγiγj,H=\frac{i}{2}\sum_{ij}A_{ij}\gamma_i\gamma_j,3. Two additional families,

H=i2ijAijγiγj,H=\frac{i}{2}\sum_{ij}A_{ij}\gamma_i\gamma_j,4

yield two nematic representations, each of dimension H=i2ijAijγiγj,H=\frac{i}{2}\sum_{ij}A_{ij}\gamma_i\gamma_j,5. The paper states that the generators of H=i2ijAijγiγj,H=\frac{i}{2}\sum_{ij}A_{ij}\gamma_i\gamma_j,6, the masses, and the nematics exhaust the set of possible Majorana bilinears (Herbut et al., 23 Apr 2026).

This classification is notable because it is complete for arbitrary H=i2ijAijγiγj,H=\frac{i}{2}\sum_{ij}A_{ij}\gamma_i\gamma_j,7. Under reduction to H=i2ijAijγiγj,H=\frac{i}{2}\sum_{ij}A_{ij}\gamma_i\gamma_j,8, the non-singlet mass representation splits into H=i2ijAijγiγj,H=\frac{i}{2}\sum_{ij}A_{ij}\gamma_i\gamma_j,9-neutral insulating masses and AijA_{ij}0-charged pairing masses. A plausible implication is that generalized quadratic Majorana bilinears can be organized systematically once the kinetic structure selects the appropriate internal symmetry group, and that the familiar complex-fermion classification reappears as the overlap of orthogonal and symplectic viewpoints (Herbut et al., 23 Apr 2026).

5. Reservoir-assisted bilinears and non-Markovian Majorana transport

In floating Coulomb-blockaded Majorana islands, generalized quadratic bilinears arise as cotunneling operators. The island hosts AijA_{ij}1 Majorana zero modes AijA_{ij}2 with AijA_{ij}3, and the effective cotunneling operators are

AijA_{ij}4

These operators are Hermitian for AijA_{ij}5, parity-even, and satisfy the AijA_{ij}6 commutation relations

AijA_{ij}7

(Tian, 7 May 2026).

The microscopic tunneling Hamiltonian is linear in single Majoranas, but a Schrieffer–Wolff transformation in the cotunneling regime produces second-order reservoir-assisted transitions generated by the bilinears AijA_{ij}8. The effective cotunneling Hamiltonian is

AijA_{ij}9

The elementary low-energy processes are therefore not bare island bilinears alone, but reservoir-assisted bilinear transition operators H0H_00 (Tian, 7 May 2026).

For structured reservoirs, the channel-resolved kernels are

H0H_01

while the island state retains only the bilinear-labeled sums

H0H_02

The reduced island dynamics depends only on these projected kernels: H0H_03 The paper’s central result is that complete knowledge of the non-Markovian island-state dynamics does not in general determine the thermodynamic transport statistics measured in the leads, because the projection to island kernels loses which reservoir channel supplied or absorbed the electron and which channel carried the energy exchange (Tian, 7 May 2026).

This establishes a further generalization of quadratic Majorana bilinears: the effective operator algebra on the island is bilinear and complete for island-state observables within cotunneling order, yet it is not complete for lead-resolved charge noise, heat noise, or mixed charge-energy correlations. Distinct microscopic channel assignments can generate identical island-state tomography and relaxation while differing in transport statistics (Tian, 7 May 2026).

6. Number-conserving Floquet bilinears and generalized parity operators

In a number-conserving periodically driven H0H_04-wave superconductor, the generalized Majorana edge operators are

H0H_05

They are explicitly non-Hermitian, since H0H_06, but the paper states that they form a set of mutually anticommuting operators and behave as generalized Majorana edge modes in the enlarged Hilbert space of chain plus Cooper-pair reservoir (Bomantara, 2023).

At the static solvable point H0H_07, H0H_08, and H0H_09, the Hamiltonian becomes

iγ2j1γ2j=2ajaj1-i\gamma_{2j-1}\gamma_{2j}=2a_j^\dagger a_j-10

This is the number-conserving analogue of a quadratic Majorana chain, but the natural generalized bilinear is now iγ2j1γ2j=2ajaj1-i\gamma_{2j-1}\gamma_{2j}=2a_j^\dagger a_j-11 rather than iγ2j1γ2j=2ajaj1-i\gamma_{2j-1}\gamma_{2j}=2a_j^\dagger a_j-12 (Bomantara, 2023).

The most important bilinears are the generalized parity operators

iγ2j1γ2j=2ajaj1-i\gamma_{2j-1}\gamma_{2j}=2a_j^\dagger a_j-13

For two generalized Majorana modes, the paper gives

iγ2j1γ2j=2ajaj1-i\gamma_{2j-1}\gamma_{2j}=2a_j^\dagger a_j-14

With four generalized Majorana modes, bilinears such as

iγ2j1γ2j=2ajaj1-i\gamma_{2j-1}\gamma_{2j}=2a_j^\dagger a_j-15

anticommute and may be interpreted as effective logical iγ2j1γ2j=2ajaj1-i\gamma_{2j-1}\gamma_{2j}=2a_j^\dagger a_j-16 and iγ2j1γ2j=2ajaj1-i\gamma_{2j-1}\gamma_{2j}=2a_j^\dagger a_j-17 operators in the encoded qubit space (Bomantara, 2023).

The Floquet setting introduces generalized Majorana zero modes and generalized Majorana iγ2j1γ2j=2ajaj1-i\gamma_{2j-1}\gamma_{2j}=2a_j^\dagger a_j-18 modes. If iγ2j1γ2j=2ajaj1-i\gamma_{2j-1}\gamma_{2j}=2a_j^\dagger a_j-19 is a zero mode and aj,aja_j^\dagger,a_j00 a aj,aja_j^\dagger,a_j01 mode, then

aj,aja_j^\dagger,a_j02

Accordingly, bilinears constructed from two zero modes or two aj,aja_j^\dagger,a_j03 modes commute with the Floquet operator, whereas bilinears constructed from one zero mode and one aj,aja_j^\dagger,a_j04 mode anticommute with it. The paper uses this structure to define conserved Floquet parities, aj,aja_j^\dagger,a_j05-shifting nonlocal operators, qubit encoding, and braiding diagnostics (Bomantara, 2023).

Finite charging energy shifts the zero and aj,aja_j^\dagger,a_j06 quasienergies and breaks the chiral symmetries that pin them exactly, but the generalized parity bilinears remain approximately conserved in larger systems. This places the bilinears, rather than the constituent non-Hermitian edge operators alone, at the center of the robust qubit structure (Bomantara, 2023).

7. Bosonic analogues, conceptual boundaries, and recurring lessons

A conceptually adjacent development appears in quadratic bosonic Markovian dynamics. Here the fundamental Hermitian operators are bosonic quadratures

aj,aja_j^\dagger,a_j07

which are Majorana-like only in the sense of being Hermitian linear combinations of annihilation and creation operators; they obey canonical commutation relations rather than a Clifford algebra. The relevant quadratic structure is encoded in the Nambu vector aj,aja_j^\dagger,a_j08, the non-Hermitian single-particle generator

aj,aja_j^\dagger,a_j09

and the closed equations

aj,aja_j^\dagger,a_j10

The paper’s “Majorana bosons” are edge-localized Hermitian linear combinations of quadratures that emerge as approximate conserved zero modes or approximate weak-symmetry generators in a metastable quadratic Lindbladian, with topology formulated through winding of the rapidity spectrum of aj,aja_j^\dagger,a_j11 in the complex plane (Flynn et al., 2021).

This bosonic case marks an important boundary. The paper does not construct fermionic Majorana bilinears in the strict sense; instead, it develops a bosonic analogue in which edge physics is inherited from quadratic covariance dynamics, non-normality, and pseudospectral bulk-boundary correspondence. The modes are not Clifford Majoranas, and the analogue of Majorana pairing is split by dissipation into a conserved mode on one edge and a symmetry generator on the opposite edge (Flynn et al., 2021).

Across these works, several recurring lessons emerge. First, quadratic bilinears aj,aja_j^\dagger,a_j12 remain the canonical language for pairing, tunneling, and effective low-energy couplings. Second, the physically relevant generalization can take different forms: local particle-hole bilinears of BdG amplitudes, symmetry-classified antisymmetric matrices, reservoir-assisted cotunneling bilinears, or non-Hermitian number-conserving bilinears aj,aja_j^\dagger,a_j13. Third, several robust Majorana phenomena often attributed to bilinears alone actually depend on additional algebraic structure, especially fermion parity, locality of particle-hole self-overlap, or symmetry constraints. Finally, the literature shows that when quadraticity is relaxed, the exact surviving object may cease to be a bilinear altogether; nevertheless, the bilinear framework remains the reference point from which these broader many-body constructions are defined (Lee et al., 2013).

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