Matthew Ho

The dynamical mass of the Coma cluster from deep learning

Matthew Ho, Michelle Ntampaka, Markus Michael Rau et al. · Nature Astronomy · 2022 · 28 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +11

LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology

Matthew Ho, Deaglan J. Bartlett, Nicolas Chartier et al. · The Open Journal of Astrophysics · 2024 · 27 citations · Full text

Approximate Bayesian Uncertainties on Deep Learning Dynamical Mass Estimates of Galaxy Clusters

Matthew Ho, Arya Farahi, Markus Michael Rau et al. · The Astrophysical Journal · 2021 · 24 citations · Full text

Aging haloes: implications of the magnitude gap on conditional statistics of stellar and gas properties of massive haloes

Arya Farahi, Matthew Ho, Hy Trac · Monthly Notices of the Royal Astronomical Society · 2020 · 23 citations · Full text

Cosmic Abundance, Galaxy Formation, Photometry +15

Posterior sampling of the initial conditions of the universe from non-linear large scale structures using score-based generative models

Ronan Legin, Matthew Ho, Pablo Lemos et al. · Monthly Notices of the Royal Astronomical Society Letters · 2023 · 18 citations · Full text

Score-based Generative Models, Engineering, Observational Physics +16