A novel inversion algorithm for weak gravitational lensing using quasi-conformal geometry

Context . The challenge in weak gravitational lensing caused by galaxies and clusters is to infer the projected mass density distribution from gravitational lensing measurements, known as the inversion problem. Aims . We introduce a novel theoretical approach to solving the inversion problem. The cornerstone of the proposed method lies in a complex formalism that describes the lens mapping as a quasi-conformal mapping with the Beltrami coefficient given by the negative of the reduced shear, which can, in principle, be observed from the image ellipticities. Methods . We propose an algorithm called QCLens that is based on this complex formalism. QCLens computes the underlying quasi-conformal mapping using a finite element approach by reducing the problem to two elliptic partial differential equations that solely depend on the reduced shear field. Results . Experimental results for both the Schwarzschild and the singular isothermal lens demonstrate the agreement of our proposed method with the analytically computable solutions.

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Publication Details

Journal
Astronomy and Astrophysics
Published
2025-08-08
DOI
https://doi.org/10.1051/0004-6361/202554048
Primary Topic
Adaptive optics and wavefront sensing
Type
article
Field-Weighted Citation Impact
0.00
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article

A novel inversion algorithm for weak gravitational lensing using quasi-conformal geometry

J. Jakob
Astronomy and Astrophysics
Adaptive optics and wavefront sensing
article

A novel inversion algorithm for weak gravitational lensing using quasi-conformal geometry

J. Jakob
article en

Abstract

Context . The challenge in weak gravitational lensing caused by galaxies and clusters is to infer the projected mass density distribution from gravitational lensing measurements, known as the inversion problem. Aims . We introduce a novel theoretical approach to solving the inversion problem. The cornerstone of the proposed method lies in a complex formalism that describes the lens mapping as a quasi-conformal mapping with the Beltrami coefficient given by the negative of the reduced shear, which can, in principle, be observed from the image ellipticities. Methods . We propose an algorithm called QCLens that is based on this complex formalism. QCLens computes the underlying quasi-conformal mapping using a finite element approach by reducing the problem to two elliptic partial differential equations that solely depend on the reduced shear field. Results . Experimental results for both the Schwarzschild and the singular isothermal lens demonstrate the agreement of our proposed method with the analytically computable solutions.

Astronomy and AstrophysicsVol. 701
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Adaptive optics and wavefront sensing
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A novel inversion algorithm for weak gravitational lensing using quasi-conformal geometry — J. Jakob · Astronomy and Astrophysics (2025) | TGRS Research Map | TGRS