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Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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IFM2 Unified Informational Geometry: Earth-Conditioned Anchoring and Likelihood-Weighted Inflationary Core

Authors: Al-Mantafji, Ammar Nasir Hussein;

IFM2 Unified Informational Geometry: Earth-Conditioned Anchoring and Likelihood-Weighted Inflationary Core

Abstract

AbstractThis unified manuscript integrates two IFM2-based investigations under a single operatorlevelframework of anchored informational geometry. Study I uses Earth as a definitional baselineanchor, inducing an Earth-conditioned informational geometry over astrophysical objectsand yielding baseline-conditioned ordering and center/core notions in feature space. Study IIuses observational constraints to construct weights over inflationary parameter space and extractsa stable likelihood-weighted core summarized by diagnostics in (ns, r) and reheatingrelatedproxies. We formalize a shared mechanism: anchoring induces coherent cores andcan support measurable directionality toward them. In the inflationary ensemble, defining aninformational potential ΦI = −log w, we demonstrate a compass-like descent property: for8000 out-of-core samples, a small step toward the core centroid decreases ΦI with probability0.998625 (step fraction t = 0.15). We include robustness tests (prior sweeps and bootstrapfor inflation; baseline swaps for the Earth-conditioned analysis) to control scope and preventover-interpretation. Throughout, “center” is used only in the induced informational space anddoes not denote spatial centrality.

Keywords

Keywords: IFM2; informational geometry; Earth-conditioned baseline; inflation; likelihood weighting; informational core; robustness; directional descent

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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