Matthew Ho
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Article
The Deep Learning Halo Definer: A Multimodal Framework for Halo Mass and Gas Fraction Inference on Galaxy Groups and Clusters
Sep 1, 2026
CNN-Based Inference of Gaseous Halo Properties from Synthetic X-ray and 21-cm HI Observations
Sep 1, 2026
Don't Cut Corners: How Training Outside the Prior Makes Simulation-Based Inference More Robust
Aug 1, 2026
DegenDetector: Symbolic Recovery of Parameter Degeneracies in Bayesian Posteriors
Jul 1, 2026
Cluster Mass Inference from Galaxy Kinematics
Jun 1, 2026
calypso: a Parameter-Conditioned Stochastic Surrogate Model for Circumbinary Accretion Time-Series
May 1, 2026
Introducing sapphire: Towards Hybrid Physics-Informed, Data-Driven Modeling of Galaxy Formation
Apr 1, 2026
Learning at the Edge: Tailed-Uniform Sampling for Robust Simulation-Based Inference
Jan 1, 2026
Celia: Catalog Embeddings Learned From Cosmological Simulations
Jan 1, 2026
Learning the Universe: $3\ h^{-1}{\rm Gpc}$ Tests of a Field Level $N$-body Simulation Emulator
Feb 1, 2025
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