Posts by Collection
portfolio
publications
Matching matched filtering with deep networks for gravitational-wave astronomy
Published in Phys. Rev. Lett., 2018
Bayesian inference for compact binary coalescences with bilby: validation and application to the first LIGO extendash Virgo gravitational-wave transient catalogue
Published in Mon. Not. Roy. Astron. Soc., 2020
A Bayesian Inference Framework for Gamma-ray Burst Afterglow Properties
Published in Universe, 2021
Generalised gravitational wave burst generation with generative adversarial networks
Published in Class. Quant. Grav., 2021
Nested sampling with normalizing flows for gravitational-wave inference
Published in Phys. Rev. D, 2021
Importance nested sampling with normalising flows
Published in Mach. Learn. Sci. Tech., 2023
Unpacking Merger Jets: A Bayesian Analysis of GW170817, GW190425 and Electromagnetic Observations of Short Gamma-Ray Bursts
Published in Astrophys. J., 2023
Rapid Generation of Kilonova Light Curves Using Conditional Variational Autoencoder
Published in Astrophys. J., 2024
Premerger observation and characterization of massive black hole binaries
Published in Phys. Rev. D, 2025
Use of Bayesian Inference to Diagnose Issues in Experimental Measurements of Mechanical Disk Resonators
Pre-print, 2025
Inference with finite time series II: the window strikes back
Pre-print, 2025
The Early Career Workshop of GR-Amaldi 2025
Pre-print, 2025
software
bilby
GitHub | PyPI | Documentation
nessai
GitHub | PyPI | conda-forge | Documentation
pycbc
GitHub | PyPI | Documentation
talks
Introduction to normalising flows
Published:
Importance nested sampling with nessai
Published:
teaching
Astronomy 2 Lab
Demonstrator, Undergraduate lab, School of Physics & Astronomy, University of Glasgow, 2020
SUPA Software Carpentry
Demonstrator, Postgraduate course, School of Physics & Astronomy, University of Glasgow, 2022
ICG Gravitational-wave introductory lectures
Lecture, Institute of Cosmology & Gravitation, University of Portsmouth, 2024