hequ.ai/ discovery
Coupling · Tier2 Similarity

kk

Tier II — Similarity   CONJECTURAL

Equation A
k
Object
heat_conducting_medium
Property
ThermalConductivity
Context
near_equilibrium
Equation B
k
Object
spring
Property
Stiffness
Context
inertial_frame

Sieve rationale

Structural equation-level identity (sign=+1): the canonical forms of EQ-FOURIER-HEAT and EQ-HOOKE are syntactically equal under rename, and k maps to k under the discovered bijection

Physical constraint filter

tellegen pairing not applicable

At least one variable is not a bond-graph port variable (role_a=parameter, role_b=parameter); Tellegen pairing is only defined for effort/flow.

onsager reciprocity not applicable

Onsager reciprocity applies only to pairs of linear transport laws; at least one equation is not a linear PDE.

energy conservation not applicable

Energy conservation check is narrowly targeted at the Newton+Hooke → SHO composite in Medium m2; other composites require the Phase 7 Lyapunov/Noether machinery (not yet built).

Emergent properties

Emergent Buckingham Π groups

Dimensionless combinations that mix parameters from both equations — only appear in the composite system.

dT_dx^(-1) * k^(-1) * q

AI review board

3 REJECT vote(s); the coupling is demoted to conjectural per §12.2.

claude-opus-4-6 REJECT

The coupling maps thermal conductivity (W·m⁻¹·K⁻¹) to spring stiffness (N·m⁻¹) via an identity transfer function, despite the two quantities having fundamentally different physical dimensions and representing entirely different physical properties. The only basis for the coupling is a superficial syntactic coincidence: both equations are linear and both use the symbol 'k' as a proportionality constant. The physical-constraint filter passed vacuously (all checks not applicable), providing no affirmative evidence for the coupling. The claimed emergent Pi groups are simply the standard dimensionless forms of each equation individually and do not represent any genuine cross-domain insight. There is no physical mechanism, analogy, or dimensional consistency that would justify equating or directly transferring thermal conductivity and mechanical stiffness. This is a symbol-collision artefact, not a meaningful physical coupling.

openai-gpt-5 REJECT

Equating Fourier’s thermal conductivity with Hooke’s spring stiffness via an identity map is not physically plausible: the semantic descriptors refer to distinct quantity kinds with incompatible dimensions (kg·m·s⁻³·K⁻¹ vs kg·s⁻²), and no named transform (e.g., geometry-based conductance/stiffness relations) is provided to relate them. The physical-constraint filter did not pass and its dimensional evidence aligns with this mismatch. The purported equation-level structural similarity is a superficial algebraic analogy, not a valid parameter identification, and the listed Pi groups are intra-equation tautologies rather than genuine cross-domain emergent properties.

gemini-2.5-pro REJECT

The proposed coupling is physically implausible. The two variables, thermal conductivity (k) from Fourier's Law and spring stiffness (k) from Hooke's Law, are fundamentally different physical quantities with incompatible dimensions ([M][L][T]^-3[Θ]^-1 vs. [M][T]^-2). The 'identity' transfer function is therefore invalid, and the semantic descriptors for the properties correctly identify them as distinct, contradicting the proposed equivalence. The coupling is based on a purely superficial syntactic similarity between the two equations and does not represent a valid physical relationship or analogy.

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