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Dunkl–Klein–Gordon Equation: Theory & Applications

Updated 6 July 2026
  • The Dunkl–Klein–Gordon equation is a relativistic wave equation where ordinary derivatives are replaced by Dunkl operators, incorporating reflection symmetries and leading to modified centrifugal and parity-dependent terms.
  • Its formulations span a transform-based Cauchy problem, stationary spectral models with oscillator or Coulomb potentials, and a canonical curved-space reduction that eliminates first-order Dunkl terms via parity decomposition.
  • Exact solvability is achieved through SU(1,1) symmetry methods, with applications in 2D, 3D, and higher dimensions demonstrating explicit spectral shifts, coherent state constructions, and smooth limits to standard Klein–Gordon behavior.

Searching arXiv for recent and foundational papers on the Dunkl–Klein–Gordon equation and related PRESERVED_PLACEHOLDER_3query3^ constructions. arXiv_search({"3query3 OR title:\3"Dunkl-Klein-Gordon\"","max_results":3all:\3query3 arXiv_search results: 3all:\3. (&&&3query3&&&) — "su(3all:\3,3all:\3 Symmetry and Exact Solutions of the Dunkl-Klein-Gordon Equation in Higher Dimensions" 3 OR title:\3. (&&&3all:\3&&&) — "SU(3all:\3,3all:\3 coherent states for the Dunkl- Klein-Gordon equation in its canonical form"

  1. (&&&3 OR title:\3&&&) — "Dunkl-Klein-Gordon Equation in Higher Dimensions"
  2. (Gaidi et al., 2023) — "On the Study of the Klein-Gordon Equation in the Dunkl Setting"
  3. (Hamil et al., 2021) — "Dunkl-Klein-Gordon equation in three-dimensions: The Klein-Gordon oscillator and Coulomb Potential"
  4. (Mota et al., 2020) — "Landau levels for the (3 OR title:\3+3all:\3) Dunkl-Klein-Gordon oscillator"
  5. (Mota et al., 2020) — "Exact Solutions of the 3 OR title:\3D Dunkl--Klein--Gordon Equation: The Coulomb Potential and the Klein--Gordon Oscillator" Need write encyclopedia article on Dunkl-Klein-Gordon Equation, probably mainly centered on 3 OR title:\3sort_by3query37 canonical form but broader context across literature. Need 5-7 numbered sections. Maybe 6 sections: Definition and formulations; Dunkl operators and parity; canonical curved-space DKGE; exact solvable models and su(3all:\3,3all:\3 Cauchy problem and energy; dimensional extensions/applications/limits. Must ensure concrete claims from data. Can synthesize across multiple papers. Need cite each section max once per paper. Need no table maybe maybe one comparing formulations. But can do without.

Need introductory paragraph without heading giving clear definition and overview. Since audience technical, can be technical.

Need "numbered h3 OR title:\3^ sections" means headings like "## 3all:\3....". 5-7 sections. Let's do 6 sections.

Need no references to how wrote. Need only article itself.

Need ensure claim "world-renowned..." irrelevant.

Need all concrete claims from data. So if I say "DKGE designates family of relativistic wave equations obtained by replacing spatial or spacetime derivatives by Dunkl derivatives" supported by 3 OR title:\33query35, 3 OR title:\3query3query38, 3 OR title:\3max_results3query39, 3 OR title:\3sort_by3query37. Good.

Need perhaps distinguish two lines of work: transform-based Cauchy problem on Rn [3 OR title:\33query35], and spectral/eigenvalue problems with potentials or curved backgrounds [3 OR title:\3query3query38,3 OR title:\3all:\3all:\3 OR title:\3,3 OR title:\3max_results3query39,3 OR title:\3submittedDate3query36,3 OR title:\3sort_by3query37]. Good.

Need include formulas precisely maybe some representative formulas. Since target researchers, some formulas essential.

Need maybe discuss common misconception/controversies: not single unique equation; several inequivalent "DKGE" formulations. This is supported: transform-based equation \partial_t3 OR title:\3^ u - \Delta_k u = -m3 OR title:\3^ u ; stationary with potentials ; canonical curved-space form from squaring Dirac with matrix-operator constraints. We can say "The literature uses 'DKGE' for several closely related constructions" based on data. This is an inference but obvious; mark "In the literature, the term refers to several related constructions." no need as it's factual from provided multiple papers. Maybe say "rather than a single universally fixed operator." Could be plausible. Maybe better "Current usage encompasses at least three settings..." supported by papers. Fine.

Need maybe mention "Dunkl setting and operators" definitions from 3 OR title:\33query35 general root system, and Z_3 OR title:\3d special case used in quantum mechanical papers [3 OR title:\3max_results3query39,3 OR title:\3all:\3all:\3 OR title:\3]. Should define multiplicity functions, reflection groups, etc.

Potential need to mention self-adjointness conditions. Different papers have μ_j >3query3, or > -3all:\3/3 OR title:\3. Need carefully attribute to contexts. Say in three-dimensional oscillator/Coulomb paper μ_j >3query3^ is assumed to ensure standard Dunkl inner product and self-adjointness (Hamil et al., 2021). In d-dimensional treatments μ_i > -3all:\3/3 OR title:\3^ is the standard integrability condition at the origin, while μ_i ≥3query3^ is often imposed in physical applications (&&&3 OR title:\3&&&&&&3query3&&&). Good.

Need maybe mention SU(3all:\3,3all:\3 coherent states details from 3 OR title:\3sort_by3query37 and 3 OR title:\3submittedDate3query36. Since main topic singular "Dunkl-Klein-Gordon Equation" article, coherent states can be subsection in symmetry section.

Need maybe mention energy asymptotics from 3 OR title:\33query35. There is a subtlety: they define total energy E_k[u]=K+P without mass term. Need not infer conservation. Mention large-time limits and no differential conservation law derived. Good.

Need maybe mention explicit oscillator and Coulomb spectra maybe in prose, but careful to not overload. We can include formulas. Maybe list sectors for 3 OR title:\3D oscillator? But comprehensive article could mention representative exact spectra in 3 OR title:\3D, 3D, d-dim. Yet avoid too many formulas. Since audience technical maybe okay.

Need maybe mention canonical curved-space equation free of first-order Dunkl derivatives: [g{μν} D_μ D_ν - λ3 OR title:\3^ R \mathcal I]\psi = -m3 OR title:\3\psi, even-parity reduction: [d3 OR title:\3/dx3 OR title:\3^ - a''/(3 OR title:\3a)+3all:\3/4(a'/a) OR title:\3^ +(E3 OR title:\3-m3 OR title:\3)/a3 OR title:\3^ + 3 OR title:\3^ α/x3 OR title:\3]\chi_+=3query3. Then a(x)=e{-R x3 OR title:\3}, small curvature R<<(E3 OR title:\3-m3 OR title:\3) yields su(3all:\3,3all:\3 complex resonant energy spectrum E_n3 OR title:\3^ = m3 OR title:\3^ -8R[(3 OR title:\3n+3all:\3)+ i sqrt(3 OR title:\3α-3all:\3/4)] OR title:\3. Mention non-Hermitian when α>3all:\3/8 and even parity restriction.

Need maybe mention transform solution formula in 3 OR title:\33query35: \hat u_k(ξ,t)=\hat g cos(t√(|ξ|3 OR title:\3+m3 OR title:\3))+... Perhaps article include general Cauchy problem section.

Need maybe mention higher dimensions and Coulomb scattering pair creation from (&&&3 OR title:\3&&&). Perhaps in applications/extensions section: bound and scattering sectors, Bogoliubov coefficients and particle creation probability computed.

Need maybe mention 3 OR title:\3+3all:\3^ magnetic Landau levels and Dirac-Dunkl oscillator generating KG-type equations in (&&&3all:\3all:\3&&&) and (Mota et al., 2020).

Need consistent notation and not invent. Could discuss "Dunkl deformation introduces parity-dependent inverse-square terms and shifts." Supported across papers.

Need cite at most once per section per paper, not at every sentence. We'll do maybe 3all:\3-3 citations per paragraph. Good.

Let's draft 6 sections: 3all:\3. Conceptual scope and operator framework 3 OR title:\3. Canonical forms, parity decomposition, and curved-space reduction

  1. Exact solvability and su(3all:\3,3all:\3 symmetry
  2. Cauchy problem, propagators, and energy in the transform setting
  3. Solvable models in 3 OR title:\3D, 3D, and d dimensions
  4. Limiting regimes, non-Hermiticity, and interpretation

Need maybe start intro paragraph summarizing breadth and distinguishing from standard KG.

Need mention "Dunkl-Klein-Gordon equation" maybe acronym DKGE.

Need ensure article only, no prefaces. Begin paragraph. Then sections.

Let's craft concise but comprehensive.

The Dunkl–Klein–Gordon equation is a family of relativistic wave equations obtained by replacing ordinary derivatives or Laplacians in Klein–Gordon-type operators with Dunkl differential–difference operators associated with reflection symmetries. In current usage, the term encompasses several related constructions: the Cauchy problem PRESERVED_PLACEHOLDER_3all:\3^ on PRESERVED_PLACEHOLDER_3 OR title:\3^ in the general Dunkl setting, stationary spectral problems with oscillator or Coulomb interactions in $2$, $3$, and higher dimensions, and a curved-space canonical formulation derived from a Dirac equation with Dunkl covariant derivatives and matrix-operator constraints (Gaidi et al., 2023, &&&3 OR title:\3&&&, &&&3all:\3&&&). Across these formulations, the defining structural feature is the coexistence of relativistic dispersion with reflection-sensitive deformation, which modifies centrifugal terms, parity sectors, degeneracy patterns, and, in some models, the Hermiticity properties of the effective radial operator.

3all:\3. Operator-theoretic foundations

In the general Dunkl framework on Rn\mathbb{R}^n, one starts from a reduced root system RRnR\subset\mathbb{R}^n, the finite reflection group WO(Rn)W\subset O(\mathbb{R}^n) generated by reflections σα\sigma_\alpha, and a WW-invariant multiplicity function PRESERVED_PLACEHOLDER_3all:\3query3. The corresponding Dunkl operators are

PRESERVED_PLACEHOLDER_3all:\3all:\3^

and the Dunkl Laplacian is PRESERVED_PLACEHOLDER_3all:\3 OR title:\3. The natural Hilbert space is weighted by

PRESERVED_PLACEHOLDER_3all:\33^

with inner product PRESERVED_PLACEHOLDER_3all:\34 (Gaidi et al., 2023).

For the reflection group PRESERVED_PLACEHOLDER_3all:\35, used in most spectral DKG models, the Dunkl derivatives simplify to

PRESERVED_PLACEHOLDER_3all:\36

where PRESERVED_PLACEHOLDER_3all:\37 acts by PRESERVED_PLACEHOLDER_3all:\38. The associated weight is proportional to PRESERVED_PLACEHOLDER_3all:\39, and the radial measure in hyperspherical coordinates becomes PRESERVED_PLACEHOLDER_3 OR title:\3query3, with PRESERVED_PLACEHOLDER_3 OR title:\3all:\3^ (&&&3 OR title:\3&&&, &&&3query3&&&). In three-dimensional stationary models, the parameters are taken as PRESERVED_PLACEHOLDER_3 OR title:\3 OR title:\3, which ensures the standard Dunkl inner product and self-adjointness of the Dunkl operators in the corresponding weighted PRESERVED_PLACEHOLDER_3 OR title:\33^ space (Hamil et al., 2021). In higher-dimensional algebraic treatments, the condition PRESERVED_PLACEHOLDER_3 OR title:\34 is the standard integrability requirement at the origin, while PRESERVED_PLACEHOLDER_3 OR title:\35 is the common physical choice (&&&3 OR title:\3&&&, &&&3query3&&&).

A basic structural consequence is parity sensitivity. Because the operators contain PRESERVED_PLACEHOLDER_3 OR title:\36, even and odd sectors see different effective radial operators, and the Dunkl deformation induces inverse-square contributions and reflection-dependent energy shifts that are absent in the undeformed Klein–Gordon problem (Mota et al., 2020, Hamil et al., 2021).

3 OR title:\3. Formulations of the Dunkl–Klein–Gordon equation

The most direct formulation is the Dunkl Cauchy problem

PRESERVED_PLACEHOLDER_3 OR title:\37

with PRESERVED_PLACEHOLDER_3 OR title:\38 and PRESERVED_PLACEHOLDER_3 OR title:\39. Dunkl transform methods reduce this to an ODE in transform space with frequency $2$3query3, giving the exact solution

$2$3all:\3^

and an inverse-transform integral representation in $2$3 OR title:\3-space (Gaidi et al., 2023).

A second line of work uses stationary equations with external interactions. In $2$3 dimensions, the stationary DKG equation with a time-like vector Coulomb potential is

$2$4

while the Klein–Gordon oscillator is obtained by the substitution $2$5 followed by replacement of ordinary derivatives by Dunkl derivatives (Mota et al., 2020). In higher dimensions, the stationary DKG oscillator and Coulomb equations are formulated analogously with $2$6, separation in Dunkl hyperspherical coordinates, and parity-labeled angular sectors (Hamil et al., 2021, &&&3 OR title:\3&&&).

A third formulation arises in curved spacetime. Starting from a Dirac equation with Dunkl covariant derivatives,

$2$7

one may square the equation and impose matrix-operator constraints

$2$8

so that first-order Dunkl derivative terms and spinor couplings are eliminated. The resulting canonical DKGE is

$2$9

where curvature is encoded through the constant scalar curvature $3$3query3^ in a matrix-operator framework that circumvents the need for explicit spin connections after the canonical reduction (&&&3all:\3&&&).

This multiplicity of formulations suggests that the Dunkl–Klein–Gordon equation is best understood not as a single operator but as a class of Klein–Gordon-type relativistic systems deformed by reflection-difference structure.

3. Parity decomposition and canonical reduction

Parity is not a peripheral label in DKG theory; it is built into the operator algebra. In one dimension, the Dunkl derivative may be written as

$3$3all:\3^

or, equivalently, in parity-resolved form,

$3$3 OR title:\3^

with $3$3 for even functions and $3$4 for odd functions (&&&3all:\3&&&).

In the canonical curved-space treatment, a static metric and the ansatz $3$5 lead to a full $3$6 equation containing first-order Dunkl derivative terms coupled to the metric functions $3$7 and $3$8. For the even sector, introducing an even $3$9 in Rn\mathbb{R}^n3query3^ removes the first-derivative term and yields the canonical second-order equation

Rn\mathbb{R}^n3all:\3^

with Rn\mathbb{R}^n3 OR title:\3. This even-parity restriction is essential in that analysis: it eliminates first-order Dunkl derivatives, preserves an even Rn\mathbb{R}^n3, and produces a purely second-order equation amenable to Rn\mathbb{R}^n4 representation theory. By contrast, the odd sector produces an extra non-Hermitian first-order term proportional to Rn\mathbb{R}^n5 and is not pursued there (&&&3all:\3&&&).

In the oscillator and Coulomb problems, parity similarly controls admissible angular quantum numbers and spectral splitting. In the Rn\mathbb{R}^n6D theory, the reflection eigenvalues Rn\mathbb{R}^n7 determine whether Rn\mathbb{R}^n8 is integral or half-integral and thereby alter the angular basis and the energy ladders (Mota et al., 2020). In the Rn\mathbb{R}^n9D oscillator, the Cartesian parity labels RRnR\subset\mathbb{R}^n3query3^ enter the exact spectrum through RRnR\subset\mathbb{R}^n3all:\3, lifting degeneracies relative to the undeformed problem (Hamil et al., 2021). In the higher-dimensional oscillator, the spectrum contains the explicit shift RRnR\subset\mathbb{R}^n3 OR title:\3, so changing a reflection eigenvalue changes the energy, whereas in the higher-dimensional Coulomb bound-state formula parity affects the angular structure and wavefunction nodal properties but does not enter the energy formula directly (&&&3query3&&&).

4. Exact solvability and RRnR\subset\mathbb{R}^n3 symmetry

A central theme in the spectral DKG literature is the emergence of RRnR\subset\mathbb{R}^n4 symmetry after radial separation. In the canonical curved-space equation with RRnR\subset\mathbb{R}^n5, the even-parity equation becomes

RRnR\subset\mathbb{R}^n6

In the small-curvature regime RRnR\subset\mathbb{R}^n7, one uses RRnR\subset\mathbb{R}^n8 to obtain

RRnR\subset\mathbb{R}^n9

After the substitutions WO(Rn)W\subset O(\mathbb{R}^n)3query3^ and WO(Rn)W\subset O(\mathbb{R}^n)3all:\3, Schrödinger factorization yields generators WO(Rn)W\subset O(\mathbb{R}^n)3 OR title:\3^ and WO(Rn)W\subset O(\mathbb{R}^n)3 closing WO(Rn)W\subset O(\mathbb{R}^n)4, with quadratic Casimir

WO(Rn)W\subset O(\mathbb{R}^n)5

For WO(Rn)W\subset O(\mathbb{R}^n)6, WO(Rn)W\subset O(\mathbb{R}^n)7 is complex, making the non-Hermitian character explicit while preserving the algebraic structure. The corresponding energy spectrum is

WO(Rn)W\subset O(\mathbb{R}^n)8

so the states are resonant or quasi-stationary rather than strictly bound (&&&3all:\3&&&).

The same algebraic mechanism appears in flat-space oscillator and Coulomb models. In the WO(Rn)W\subset O(\mathbb{R}^n)9 DKG oscillator in a magnetic field, three operators close the σα\sigma_\alpha3query3^ Lie algebra, and representation theory reproduces the exact Landau-level spectrum obtained by direct solution; when the magnetic field vanishes or the Dunkl parameters are set to zero, the formulas reduce to the previously known limits (Mota et al., 2020). In the σα\sigma_\alpha3all:\3D Coulomb and oscillator problems, both analytic solution and σα\sigma_\alpha3 OR title:\3^ factorization lead to the same radial Sturmian basis in terms of associated Laguerre polynomials (Mota et al., 2020). In higher dimensions, Schrödinger factorization again produces the σα\sigma_\alpha3 generators of the radial sector, a Bargmann index fixed by the effective centrifugal parameter, and exact spectra for the oscillator and Coulomb-like models (&&&3query3&&&).

The coherent-state extension follows the same representation-theoretic logic. For the canonical curved-space DKGE, the Perelomov coherent states are

σα\sigma_\alpha4

with closed radial wavefunction

σα\sigma_\alpha5

Their overlap, resolution of the identity, expectation values of σα\sigma_\alpha6, and time evolution σα\sigma_\alpha7 follow the standard σα\sigma_\alpha8 scheme (&&&3all:\3&&&). An analogous coherent-state construction exists in the higher-dimensional oscillator and Coulomb sectors, where the radial packet undergoes a characteristic breathing motion governed by the σα\sigma_\alpha9 dynamics (&&&3query3&&&).

5. Cauchy problem, propagators, and energy in the transform setting

The transform-based theory treats the DKG equation as an initial-value problem rather than a stationary spectral problem. Applying the Dunkl transform to

WW3query3^

gives an ODE in WW3all:\3^ for each WW3 OR title:\3, and inversion yields the exact propagator formula

WW3

Equivalently,

WW4

where WW5 and WW6 are defined spectrally as inverse Dunkl transforms of WW7 and WW8 (Gaidi et al., 2023).

The same work derives a spherical-mean representation based on the Stein spherical mean operator

WW9

together with Bessel kernels PRESERVED_PLACEHOLDER_3all:\3query3query3. This yields an explicit radial integral representation of the solution in terms of Dunkl spherical means and Hankel-transform identities (Gaidi et al., 2023).

The energy analysis in that setting differs from the stationary spectral literature. Defining

PRESERVED_PLACEHOLDER_3all:\3query3all:\3^

and PRESERVED_PLACEHOLDER_3all:\3query3 OR title:\3, one obtains explicit large-time limits of PRESERVED_PLACEHOLDER_3all:\3query33, PRESERVED_PLACEHOLDER_3all:\3query34, and PRESERVED_PLACEHOLDER_3all:\3query35 in terms of Dunkl-Sobolev norms of the initial data by combining the spectral formulas with the Riemann–Lebesgue lemma. The paper also proves an PRESERVED_PLACEHOLDER_3all:\3query36 Strichartz-type bound

PRESERVED_PLACEHOLDER_3all:\3query37

It explicitly does not derive a differential conservation law PRESERVED_PLACEHOLDER_3all:\3query38; the emphasis is on asymptotic energy distribution rather than conserved-flow identities (Gaidi et al., 2023).

This transform-based formulation is therefore complementary to the bound-state and factorization literature: it provides exact propagation, convolution kernels, and asymptotic energy statements in the general root-system setting, whereas the oscillator/Coulomb literature emphasizes separation of variables and spectral solvability.

6. Dimensional extensions, model systems, and limiting regimes

The DKG literature contains a sequence of exact models that illustrate how Dunkl deformation changes the relativistic spectrum. In PRESERVED_PLACEHOLDER_3all:\3query39 dimensions, the Coulomb and Klein–Gordon oscillator problems are solvable analytically and algebraically; the angular part is governed by Jacobi polynomials with reflection-sector-dependent integer or half-integer angular quantum numbers, and the radial functions are Laguerre polynomials in the Dunkl-weighted measure (Mota et al., 2020). In PRESERVED_PLACEHOLDER_3all:\3all:\3query3^ dimensions with an external magnetic field, the DKG oscillator yields Landau levels that can be derived both analytically and through PRESERVED_PLACEHOLDER_3all:\3all:\3all:\3^ representation theory, with the magnetic field entering through an effective frequency and a coupling to the Dunkl angular momentum (Mota et al., 2020). A related Dirac–Dunkl oscillator analysis produces decoupled Dunkl–Klein–Gordon-type equations for the spinor components and recovers the appropriate nonrelativistic limits (&&&3all:\3all:\3&&&).

In PRESERVED_PLACEHOLDER_3all:\3all:\3 OR title:\3^ dimensions, the Klein–Gordon oscillator is separable in both Cartesian and spherical coordinates, and the Coulomb problem with scalar coupling PRESERVED_PLACEHOLDER_3all:\3all:\33^ admits exact bound-state solutions. The eigenfunctions are expressed through associated Laguerre and Jacobi polynomials, while the exact Coulomb spectrum contains a Dunkl-fine structure term depending on PRESERVED_PLACEHOLDER_3all:\3all:\34 and the angular separation indices. The deformation and the reflection parities break degeneracies of the undeformed oscillator and Coulomb problems (Hamil et al., 2021).

In arbitrary dimension PRESERVED_PLACEHOLDER_3all:\3all:\35, the radial DKG oscillator equation reads

PRESERVED_PLACEHOLDER_3all:\3all:\36

with

PRESERVED_PLACEHOLDER_3all:\3all:\37

Its exact spectrum may be written as

PRESERVED_PLACEHOLDER_3all:\3all:\38

which makes the parity-dependent shift explicit. The same higher-dimensional program treats the Coulomb-like potential, constructs a radial Sturmian basis, and extends the coherent-state formalism (&&&3query3&&&). A parallel higher-dimensional treatment also studies Coulomb scattering and uses Whittaker-function asymptotics plus Bogoliubov coefficients to compute particle creation probability and density; in that model, the Dunkl parameters and the effective angular quantity PRESERVED_PLACEHOLDER_3all:\3all:\39 shift the pair-creation threshold relative to the non-Dunkl case (&&&3 OR title:\3&&&).

Several limiting regimes serve as consistency checks across the literature. When the Dunkl parameters vanish, PRESERVED_PLACEHOLDER_3all:\3 OR title:\3query3, the Dunkl weight becomes trivial, and the known Klein–Gordon oscillator or Coulomb formulas are recovered in PRESERVED_PLACEHOLDER_3all:\3 OR title:\3all:\3, PRESERVED_PLACEHOLDER_3all:\3 OR title:\3 OR title:\3, and PRESERVED_PLACEHOLDER_3all:\3 OR title:\33^ dimensions (Mota et al., 2020, Hamil et al., 2021, &&&3 OR title:\3&&&). When PRESERVED_PLACEHOLDER_3all:\3 OR title:\34 in the canonical curved-space DKGE, PRESERVED_PLACEHOLDER_3all:\3 OR title:\35, curvature-induced terms vanish, and the equation reduces to the flat-space Klein–Gordon equation with Dunkl deformation (&&&3all:\3&&&). When PRESERVED_PLACEHOLDER_3all:\3 OR title:\36 in the transform setting, the Dunkl wave equation is recovered (Gaidi et al., 2023).

A recurrent misconception is that the Dunkl deformation merely adds a harmless centrifugal correction. The literature shows a broader effect: the deformation changes parity sectors, admissible angular lattices, effective measures, coherent-state dynamics, and, in some canonical curved-space models, the Hermiticity class of the radial operator itself. Conversely, the persistence of PRESERVED_PLACEHOLDER_3all:\3 OR title:\37 symmetry in many oscillator- and Coulomb-type reductions indicates that the deformation can preserve exact algebraic solvability even when it substantially modifies spatial structure and spectral organization (&&&3all:\3&&&, &&&3query3&&&).

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