Frameworks

Theoretical models — AI-reviewed, timestamped, and linked to supporting papers.

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4 frameworks

FW�TM

𝒲ℰσ̄; The Minimal Physical Core

𝒲ℰσ̄; The Minimal Physical Core

Conceptual

𝒲ℰσ̄ presents a physically constrained meta-framework for structural persistence that defines three canonical quantities—adaptive potential (ℰ), basin stability (σ̄), and counterfactual weight (𝒲)—and a diagnostic Γ = (ℰ·σ̄/𝒲)^(1/3) to quantify persistence per maintenance cost. The framework pairs formal definitions and theorems with a domain gate for admissibility, operational proxies (C, ℰ̂, σ̂), practical validators (including synthetic validation across 1000+ ecosystems, Spearman ρ = 0.89), and applications ranging from ecology and economics to a cosmological measure for observers.

by Kevin TilsnerPublished 4/10/20260 supporting papers
B
3/5
FWMIT

Mode Identity Theory

Mode Identity Theory

Predictive

Mode Identity Theory (MIT) was a topological thought formed on philosophical grounds before any prediction was computed. Waves were fundamental before any matter was consulted, and nothing was twisted besides Plato after the fact.

by Blake L ShattoPublished 4/2/202611 supporting papers
A
4.3/5
FWEFU

Evidence for Universal Scale Coupling Across 61 Orders of Magnitude

Evidence for Universal Scale Coupling Across 61 Orders of Magnitude

Predictive

Quantum Harmonia (QH) is an empirical five-parameter phenomenological framework that identifies a universal scale‑coupling δ = 0.502 ± 0.031 spanning laboratory quantum coherence to cosmological structure (61 orders of magnitude), with a hierarchical analysis strongly favoring a single δ across domains. Applied to cosmology it provides scale‑dependent corrections that can alleviate the H0 and S8 tensions without new particles or altered early‑time physics, and it makes concrete, near‑term falsifiable predictions for LIGO/Virgo/KAGRA ringdown scaling, Euclid BAO shifts, and DESI dark‑energy measurements.

by Adam MurphyPublished 3/24/20260 supporting papers
B+
3.9/5
FWTGS

The Gauge-Invariant Singlet Scalar Field and Its Higgs-Portal Coupling

The Gauge-Invariant Singlet Scalar Field and Its Higgs-Portal Coupling

Structured

We examine the theoretical consistency of a minimal Standard Model extension featuring a real scalar field Φ, singlet under all gauge interactions, coupled to the Higgs doublet through a density-modulated Higgs-portal interaction. The scalar sector employs the most general renormalizable potential consistent with gauge invariance and discrete ℤ₂ symmetry, with the portal coupling rescaled by a dimensionless function S(Σ) of coarse-grained macroscopic energy density. For any fixed density, the theory reduces to conventional singlet-Higgs extension with effective portal coupling λ̃ΦH = S(Σ)λΦH, maintaining local, polynomial, and renormalizable structure.

by John Edward HollandPublished 3/23/20260 supporting papers
B
3.3/5