most citedDeep learning inference with the Event Horizon Telescope III. Zingularity results from the 2017 observations and predictions for future array expansions

7 citations · 19 across the 3 of their papers we have counts for

collaborators

3 papers

astro-ph.HE2025★ 7 cited

Deep learning inference with the Event Horizon Telescope III. Zingularity results from the 2017 observations and predictions for future array expansions

M. Janssen, C. -k. Chan, J. Davelaar +1

(abridged) In the first two papers of this publication series, we present a comprehensive library of synthetic EHT observations and used this library to train and validate Bayesian…

astro-ph.IM2025★ 6 cited

Deep learning inference with the Event Horizon Telescope II. The Zingularity framework for Bayesian artificial neural networks

M. Janssen, C. -k. Chan, J. Davelaar +1

(abridged) In this second paper in our publication series, we present the open-source Zingularity framework for parameter inference with deep Bayesian artificial neural networks. W…

astro-ph.IM2025★ 6 cited

Deep learning inference with the Event Horizon Telescope I. Calibration improvements and a comprehensive synthetic data library

M. Janssen, C. -k. Chan, J. Davelaar +6

(abridged) In a series of publications, we describe a comprehensive comparison of Event Horizon Telescope (EHT) data with theoretical models of Sgr A* and M87*. Here, we report on…