Physical Stellar-Burden and Domain-Boundary Response in the ECSM Framework: A KiDS-1000 PneE Projection Test Using KiDS DR4 LePhare Stellar Masses
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Description
This paper presents a KiDS-1000 PneE projection test of physical stellar-burden and domain-boundary response terms in the ECSM framework. Using the KiDS DR4 bright-galaxy LePhare stellar-mass catalogue, the analysis constructs physical stellar-burden drivers by lens bin and combines them with lens/source projection geometry, domain-boundary-gradient terms, and finite-response kernels.
The result is a physically improved projection-bridge test rather than a final first-principles baryonic weak-lensing prediction. ECSM response branches strongly outperform smooth and null controls in full-data and held-out source-bin comparisons, while held-out lens-bin validation identifies the remaining bottleneck: the need for the exact foreground lens catalogue with matched stellar mass, luminosity, size, or baryonic proxy information.
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Physical_Stellar_Burden_and_Domain_Boundary_Response_in_the_ECSM_Framework__A_KiDS_1000_PneE_Projection_Test_Using_KiDS_DR4_LePhare_Stellar_Masses.pdf
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Related works
- Is supplement to
- Preprint: 10.5281/zenodo.20570699 (DOI)
- Preprint: 10.5281/zenodo.20567481 (DOI)
- Dataset: https://github.com/asheldrick-research/ecsm-framework/blob/main/ECSM_KiDS_LePhare_CombinedBaryonDomainResponse_V9_CLEAN2_DOWNLOAD.ipynb (URL)
- Dataset: https://github.com/asheldrick-research/ecsm-framework/blob/main/ECSM_KiDS_LePhare_PhysicalBaryonicBurden_V8_DOWNLOAD.ipynb (URL)