English

Adaptive Reconstruction of Cluster Halos (ARCH): Integrating Shear and Flexion for Substructure Detection

Cosmology and Nongalactic Astrophysics 2026-05-01 v2

Abstract

We present ARCH (Adaptive Reconstruction of Cluster Halos), a new gravitational lensing pipeline for cluster mass reconstruction that applies a joint shear-flexion analysis to JWST imaging. Previous approaches have explored joint shear+flexion reconstructions through forward modeling and Bayesian inference frameworks; in contrast, ARCH adopts a staged optimization strategy that incrementally filters and selects candidate halos rather than requiring a global likelihood model or strong priors. This design makes reconstruction computationally tractable and flexible, enabling systematic tests of multiple signal combinations within a unified framework. ARCH employs staged candidate generation, local optimization, filtering, forward selection, and global strength refinement, with a combined fit metric weighted by per-signal uncertainties. Applies to Abell 2744 and El Gordo, the pipeline recovers convergence maps and subcluster masses consistent with published weak+strong lensing results. In Abell 2744 the central core mass within 300h1h^{-1} kpc is 2.1×1014Mh12.1\times 10^{14} M_\odot h^{-1}, while in El Gordo the northwestern and southeastern clumps are recovered at 2.6×1014Mh12.6\times 10^{14} M_\odot h^{-1} and 2.3×1014Mh12.3\times 10^{14} M_\odot h^{-1}. Jackknife resampling indicates typical 1σ\sigma uncertainties of 10121013Mh110^{12}-10^{13} M_\odot h^{-1}, with the all signal and shear+F\mathcal{F} reconstructions providing the most stable results. These results demonstrate that flexion, when anchored by shear, enhances sensitivity to cluster substructure while maintaining stable cluster-scale mass recovery.

Keywords

Cite

@article{arxiv.2509.21686,
  title  = {Adaptive Reconstruction of Cluster Halos (ARCH): Integrating Shear and Flexion for Substructure Detection},
  author = {Jacob Shpiece and David M. Goldberg},
  journal= {arXiv preprint arXiv:2509.21686},
  year   = {2026}
}

Comments

10 pages, 6 figures, accepted to ApJ