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Preprint . 2026
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Domain-Boundary Gradients as Predictive Weak-Lensing Response Structure in the ECSM Framework: A KiDS-1000 PneE Projection Test

Authors: Sheldrick, Adam;

Domain-Boundary Gradients as Predictive Weak-Lensing Response Structure in the ECSM Framework: A KiDS-1000 PneE Projection Test

Abstract

This paper presents a covariance-aware KiDS-1000 PneE weak-lensing projection test in the ECSM framework. The analysis compares null, constant-geometry, smooth geometry, frozen boundary-control, external-geometry response, and domain-boundary-gradient response models. The V6 ECSM domain-gradient projection gives the best full-data performance, with chi2 = 141.68 compared with chi2 = 209.51 for the smooth geometry control and chi2 = 1498.48 for the null model. It also transfers across held-out source-bin and lens-bin validation, improving over the smooth control by Delta chi2 = 79.62 and Delta chi2 = 186.01 respectively. The result is presented as a projection-bridge validation rather than a final first-principles baryonic-mass prediction, because the tested KiDS bandpower file does not include physical lens baryonic masses, luminosities, sizes, or scale radii.

Keywords

ECSM; weak lensing; KiDS-1000; galaxy-galaxy lensing; PneE; domain-boundary gradients; finite-response medium; alternative cosmology; covariance-aware modelling; baryonic response

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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