Paper III Lean verification¶
The canonical package in
verification/paper3/lean/
contains 167 receipt-backed Lean declarations. A pristine Home-Dell rebuild
completed 8,696 jobs under Lean v4.32.2 and mathlib revision
905b95818eb32af7874a58b427f50c1711a5e96c. The live axiom audit accepts only
propext, Classical.choice, and Quot.sound; it rejects sorryAx.
This page separates three statuses:
- Verified means the stated finite, algebraic, or modewise claim is proved
in Lean, included in
AxiomCheck.lean, and bound by the receipt. - Partially verified means a named analytical result has a specified algebraic core proved, but the full PDE or functional-analytic assertion is not formalized.
- Not formalized means no Lean proof is claimed. This does not mean the manuscript statement is false.
Verified statements¶
| Manuscript statement | Receipt-backed Lean evidence | Exact boundary |
|---|---|---|
Positive equilibrium, equation (1.4), p. 4, label E:equilibrium |
Paper3Thresholds.equilibriumU_pos, equilibriumV_pos, equilibrium_logistic_residual, equilibrium_signal_residual |
Positivity and both constant steady-state residual identities. |
Linear cosine modes and growth rate, equations (1.5)--(1.7), p. 5, labels E:main-linear-PE1, E:sigma_n, E:main-linear-PE2; Lemma 2.2, p. 11, label L:eigenvalues |
Paper3Eigenmodes.hasDerivAt_mode, second_deriv_mode, mode_neumann_boundary, coupled_mode_substitution, cosine_mode_linearized_residuals |
Each concrete Neumann cosine eigenpair and its coupled u/v substitution are proved. No stronger operator-spectrum completeness claim is added. |
Modal threshold and lower bound, equations (1.8)--(1.9), p. 5, labels E:chi-star, E:chi-star-lower |
Paper3Thresholds.modeFactor_lower_bound, modeFactor_eq_lower_bound, modeFactor_zero_isGLB, modeThreshold_lower_bound, isMinMode_beta_iff, modeThreshold_succ_tendsto_atTop, exists_minimizing_positive_mode |
Sharp pointwise bound, equality for a*alpha>0, the minimal a=0 greatest-lower-bound endpoint, positivity, divergence, discrete attainment, and beta-independent minimizers. |
Positivity and beta monotonicity of the crossing coefficient, equations (1.13), p. 7, and (4.2), p. 31, labels E:alpha-beta-defs, E:alpha_n0-minimal |
Paper3Model.alphaN0_pos, alphaN0_strictAnti, alphaN0_pos_minimal, c2_pos_iff_betaN0_pos, c2_neg_iff_betaN0_neg |
Both model classes under primitive parameter positivity; the sign of c2 follows from the sign of beta_n0. |
Bilinear and trilinear cosine integrals, Lemma 2.3, p. 11, label L:trig-integrals |
Paper3TrigFinite.integral_range_bilinear_nat, integral_range_trilinear_nat; Paper3TrigInfinite.integral_cosineSeries_bilinear, integral_cosineSeries_trilinear |
Both finite and ell^1 displays, all three/seven index families, constant-mode corrections, absolute summability, and integral/series interchanges. |
Scalar Taylor coefficients, equations (3.2)--(3.3), pp. 13--14, labels E:local-bifurcation-eq2, E:local-bifurcation-eq3 |
Paper3Taylor.sensitivity_weight_derivatives, mobility_density_derivatives, signal_derivatives, logistic_derivatives, taylor_factorial_normalization |
Scalar derivatives and factorial coefficients through cubic order; not the function-valued remainder estimates. |
Positive-mode elliptic solve, equation (3.9), p. 16, label E:vk=uk |
Paper3ModalEquation.bilinearMain_self_eq, trilinearMain_self_eq, elliptic_mode_solution, elliptic_mode_denominator_ne_zero |
Exact three/seven-family coefficient sums and the denominator-aware projected solve. |
Projected modal ODE coefficients, equations (3.14a)--(3.15), pp. 20--21, labels E:mode-ode-u0, E:mode-ode-uk, E:Fk-def |
Paper3ModalODE.average_mode_quadratic_projection, positive_mode_quadratic_projection, positive_mode_cubic_projection, chemotactic_quotient_cancels_of_pos |
Exact zero-mode square collection, normalized -q2/4 and -q3/24 positive-mode coefficients, and cancellation of positive sensitivity. |
Quadratic center-graph coefficients, equations (3.21), (3.26a)--(3.26b), pp. 23--24, labels E:a_0,i, E:a_k,i-zero, E:a_k,i>0; minimal equations (4.9a)--(4.9b), p. 33 |
Paper3CenterJet.coefficients_of_quadratic_jet_residual, nonminimal_constant_mode_coefficients, nonminimal_second_mode_coefficients, minimal_second_mode_coefficients, nonminimal_p2_invariance_solution, minimal_p2_invariance_solution |
Finite jet residual extraction and nonzero spectral-denominator wrappers; not analytic center-manifold existence. |
Quadratic forcing and compact cubic chemotactic projection, equations (3.25), (3.29), p. 24, labels E:Gamma2n0-explicit, E:Gamma-n0-explicit; minimal equations (4.8), p. 32, and (4.11), p. 33 |
Paper3QuadraticProjection.normalized_second_mode_projection, nonminimal_chiGamma2_eq_affine, minimal_chiGamma2_eq_affine; Paper3CubicProjection.normalized_critical_projection, nonminimal_Gamma3_eq_projected_compact, minimal_Gamma3_eq_projected_compact |
Independent finite harmonic projections and bridges to both raw model definitions. |
Logistic harmonic and reduced cubic assembly, equations (3.27), (3.31), pp. 24--25, labels E:S2S3-center, E:beta-n0; minimal equation (4.13), p. 33, label E:beta-n0-minimal |
Paper3ReducedAssembly.normalized_quadratic_logistic_projection, normalized_cubic_logistic_projection, nonminimal_betaRaw_eq_projected_channels, minimal_betaRaw_eq_projected_channel |
Exact finite assembly of the projected logistic and chemotactic channels. |
Quadratic dependence on beta, equation (3.32), p. 26, label E:beta-quadratic, and minimal equation (4.13), p. 33 |
Paper3QuadraticABC.beta_quadratic, Paper3MinimalABC.betaMin_quadratic, Paper3QuadraticABC.regime_classification |
Exact A*beta^2+B*beta+C identities. Regime classification is conditional on A<0<C and a supplied positive root; concrete parameter signs remain T2 evidence. |
Cubic scalar normal-form conclusions, equations (3.30), p. 25, and (4.12), p. 33, labels E:center-ODE-final, E:center-ODE-final-minimal |
Paper3NormalForm.nonzero_equilibrium_branch_side, branch_amplitudes, nonzero_equilibrium_eq_branch, deriv_at_nonzero_equilibrium, supercritical_deriv_neg, subcritical_deriv_pos |
Exact cubic branch side, two leading roots, uniqueness among nonzero roots, and scalar derivative signs. Remainder perturbation and PDE lifting are excluded. |
Fixed-mode semidiscrete consistency, Proposition 1.3, p. 9, label P:semidiscrete-threshold; equations (6.2)--(6.3), p. 37, labels E:disc-eigenvalues, E:disc-threshold |
Paper3Semidiscrete.discLam_eq_continuum_mul_sinc_sq, discLam_tendsto_continuum, modeThreshold_disc_tendsto |
Exact discrete-eigenvalue identity and convergence of each fixed positive mode and its threshold. |
| Discrete/continuum ordering and minimal-model mesh minimum, pp. 37 and 41 | Paper3DiscreteOrdering.discLam_lt_continuum, modeFactor_lt_of_turning_le, modeFactor_lt_of_le_turning; Paper3Semidiscrete.minimalDiscThreshold_isLeast, minimalDiscThreshold_tendsto |
Strict represented-mode eigenvalue underestimate, both threshold-map ordering regimes, exact mode-one minimum in the minimal model, and convergence of those minima. |
Conservative trapezoidal mass, equation (6.6), p. 41, label E:main-DIS-conservative, and the following unnumbered assertion |
Paper3ConservativeMass.flux_difference_telescope, conservative_flux_mass_rate_zero, conservative_scheme_preserves_trapezoidal_mass |
For arbitrary face fluxes and node rates satisfying (6.6), the half-weighted endpoints and all interior differences cancel exactly. Trajectory existence/differentiability is not asserted. |
Partially verified named results¶
| Named result | What Lean verifies | What remains outside the proof package |
|---|---|---|
Proposition 1.2, p. 5, label P:review-prop-2 |
Paper3LinearRegime proves every represented positive-mode growth rate is negative below, zero at, and positive above its modal threshold. |
Full semigroup stability/instability and nonlinear PDE consequences. |
Theorem 1.1, p. 7, label T:local-bifurcation-1 |
Non-minimal Taylor coefficients, modal projections, center-jet coefficients, cubic assembly, branch side, leading amplitudes, and scalar stability signs. | Existence of PDE branches, local uniqueness, Hadamard/implicit-function arguments, remainder control, elliptic regularity, and stability lifting to the PDE. |
Theorem 1.2, p. 8, label T:local-bifurcation-2 |
The analogous fixed-mass minimal-model finite jet, coefficient assembly, branch side, leading amplitudes, and scalar signs. | Center-manifold existence in the fixed-mass phase space, PDE branch existence/uniqueness, remainder control, and PDE stability lifting. |
| Center-manifold calculations in Sections 3--4 | Independent finite invariance residuals and harmonic projections recover the displayed graph and cubic coefficients. | Existence, smoothness, and invariance of the analytic center manifold itself. |
Not formalized¶
| Manuscript statement | Why it is not claimed as Lean-verified |
|---|---|
Proposition 1.1, p. 4, label P:review-prop-1 |
PDE well-posedness and global existence require a substantial parabolic/elliptic estimates library; this paper only reviews the result. |
Lemma 2.1, p. 10, label L:center-manifold-reduction |
The general sectorial-operator center-manifold theorem, analytic semigroups, and local semiflow machinery are outside this finite verification package. |
| Full Theorems 1.1 and 1.2, pp. 7--8 | Their finite algebraic cores are listed above, but the complete functional-analytic bifurcation and PDE stability arguments are not formalized. |
Theorem 1.3, p. 9, label T:global-bifurcation |
Unilateral global continuation requires infinite-dimensional topology, compactness, and global bifurcation machinery not developed here. |
| Full Proposition 1.2, p. 5 | Only the exact modewise sign algebra is formalized; semigroup-level stability is not. |
| Numerical figures, tables, fitted slopes, residual measurements, and mesh observations | These are empirical T1/T2 artifacts checked by numerical validators and manifests. Lean does not turn floating-point measurements into analytical PDE theorems. |
| Function-valued Taylor remainder estimates and root perturbation by remainders | Lean checks scalar derivatives and the exact cubic polynomial, not the Banach-space remainder bounds, Hadamard lemma, or implicit-function step. |
Residual trust boundary¶
Lean checks consequences of the formal definitions. The primitive model parameters and initial scalar/modal formulas are a transcription of the manuscript, so fidelity of that initial transcription remains a human-reviewed seam. The package reduces that seam by independently deriving the finite harmonic projections, invariance-residual solutions, and reduced coefficient assembly instead of merely restating the final formulas.
The receipt records source hashes, the toolchain, all dependency revisions,
and the live axiom result. See the
lean/README.md
for rebuild instructions and detailed theorem mapping.