Research

Research

Current role

Postdoctoral Researcher

Affiliation

Astrophysics Group, Cavendish Laboratory, University of Cambridge

SKA LOFAR UKSRC Clare Hall

Interactive map

Research interests

Collaborations

Selected directions for collaboration.

Radio survey methods and data products

Imaging, calibration, validation, and interpretation of large radio datasets.

Machine learning for astronomical interpretation

Trustworthy methods whose results can be checked, interpreted, and used by scientists in real research workflows.

Research culture and scientific infrastructure

Tools, documentation, data workflows, and collaboration practices that make research easier to share, check, and build on.

Publications

Selected publications

1 arcsecond imaging strategy for LoTSS survey using the International LOFAR Telescope

Ye et al., A&A, 691, A347, 2024

Built the first large-area 1″ imaging pipeline for the International LOFAR Telescope and produced a 1″ image and catalogue in ELAIS-N1. Later work built deeper high-resolution imaging products from this pipeline and used related data products in high-redshift radio relic science.

High accuracy wide-field imaging method in radio interferometry

Ye, Gull, Tan & Nikolic, MNRAS, 510, 4110-4125, 2022

Developed an optimised w-stacking kernel for higher-accuracy wide-field imaging with fewer w-planes. The method is integrated into WSClean and is now the default w-stacking kernel used by major low-frequency radio arrays.

Optimal gridding and degridding in radio interferometry imaging

Ye, Gull, Tan & Nikolic, MNRAS, 491, 1146-1159, 2020

Derived optimal gridding and degridding kernels with analytical error bounds, reducing error by more than two orders of magnitude compared with traditional PSWF kernels for the same support size, with highly consistent error control across the retained area.

Imaging algorithm optimization for scale-out processing

Ye, Hague, Gull, Tan & Nikolic, in Big Data in Astronomy, Elsevier, 2020

A systematic treatment of scalability strategies for radio imaging algorithms, software engineering, and parallel processing in the SKA era.

Talks

Research talks and seminars

European Astronomical Society Annual Meeting

Jul 2026 · Lausanne, Switzerland

AI in Radio Astronomy Workshop

Mar 2026 · Royal Observatory Edinburgh, UK

SKA UK All-Hands Meeting

Sep 2024 · Durham University, UK

European VLBI Network Symposium

Jul 2022 · Cork, Ireland

European Astronomical Society Annual Meeting

Jun 2022 · Valencia, Spain

How to make the most of a conference

2021 · Postgraduate workshop, School of Astronomy and Space Science, Nanjing University

Invited seminars and talks

2014-2019 · ASTRON, MSSL, ESO, Tsinghua University, Nanjing University, and the 5th SKA China Summer School

Outreach activities

Public-facing and community-facing work.

AstroCareer

Monthly Astro Career Talk Series

A career conversation series for researchers in astronomy, astrophysics, and cosmology.

Open AstroCareer
Neurodiversity

Neurodiversity resources

Workbook and illustrated resources for self-understanding, access needs, and public-facing neurodiversity education.

Open resources
Outreach talks

Public astronomy talks and school engagement

I am coordinating the three-day Physics at Work outreach event for the Astrophysics Group. I have also given outreach talks for Cambridge Open Days, She Talks Science at Murray Edwards College, Hills Road Sixth Form College, and the Cavendish Physics at Work programme, including public introductions to radio interferometry, exoplanets, and gravitational-wave astronomy.

Schools

Mullard Radio Astronomy Observatory tours

The 5-km Ryle Telescope at the Mullard Radio Telescope Observatory

Supported school visits and public engagement as a tour guide at the Mullard Radio Astronomy Observatory.

Translation

Popular-science translation

Translated popular-science materials into Chinese, including two volumes in the Tianshu series, Light: A Very Short Introduction, and Ada's Adventures in Science.

Tianshu series translated book cover
Tianshu series Two volumes · English to Simplified Chinese
Light: A Very Short Introduction translated book cover
Light: A Very Short Introduction By Ian A. Walmsley · English to Simplified Chinese
Ada's Adventures in Science translated project image
Ada's Adventures in Science Simplified Chinese and Traditional Chinese translations