activity
20222025
most citedDetection of Strongly Lensed Arcs in Galaxy Clusters with Transformers

14 citations · 24 across the 6 of their papers we have counts for

collaborators

6 papers

astro-ph.IM2025

An Ultra-Fast Image Simulation Technique with Spatially Variable Point Spread Functions

Zeyu Bai, Peng Jia, Jiameng Lv +3

Simulated images are essential in algorithm development and instrument testing for optical telescopes. During real observations, images obtained by optical telescopes are affected…

astro-ph.IM2024

CSST Strong Lensing Preparation: a Framework for Detecting Strong Lenses in the Multi-color Imaging Survey by the China Survey Space Telescope (CSST)

Xu Li, Ruiqi Sun, Jiameng Lv +29

Strong gravitational lensing is a powerful tool for investigating dark matter and dark energy properties. With the advent of large-scale sky surveys, we can discover strong lensing…

astro-ph.IM2024

A Data-Driven Approach for Mitigating Dark Current Noise and Bad Pixels in Complementary Metal Oxide Semiconductor Cameras for Space-based Telescopes

Peng Jia, Chao Lv, Yushan Li +3

In recent years, there has been a gradual increase in the performance of Complementary Metal Oxide Semiconductor (CMOS) cameras. These cameras have gained popularity as a viable al…

astro-ph.IM2023

AI Techniques for Uncovering Resolved Planetary Nebula Candidates from Wide-field VPHAS+ Survey Data

Ruiqi Sun, Yushan Li, Quentin Parker +4

AI and deep learning techniques are beginning to play an increasing role in astronomy as a necessary tool to deal with the data avalanche. Here we describe an application for findi…

astro-ph.IM2022★ 10 cited

Target Detection Framework for Lobster Eye X-Ray Telescopes with Machine Learning Algorithms

Peng Jia, Wenbo Liu, Yuan Liu +1

Lobster eye telescopes are ideal monitors to detect X-ray transients, because they could observe celestial objects over a wide field of view in X-ray band. However, images obtained…

astro-ph.IM2022★ 14 cited

Detection of Strongly Lensed Arcs in Galaxy Clusters with Transformers

Peng Jia, Ruiqi Sun, Nan Li +4

Strong lensing in galaxy clusters probes properties of dense cores of dark matter halos in mass, studies the distant universe at flux levels and spatial resolutions otherwise unava…