Yi Mao

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20242026

most citedReionization Parameter Inference from 3D Minkowski Functionals of the 21 cm Signals

3 citations · 4 across the 9 of their papers we have counts for

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astro-ph.IM2025

Multi-fidelity emulator for large-scale 21 cm lightcone images: a few-shot transfer learning approach with generative adversarial network

Kangning Diao, Yi Mao

Emulators using machine learning techniques have emerged to efficiently generate mock data matching the large survey volume for upcoming experiments, as an alternative approach to…

astro-ph.IM2024

$synax$ : A Differentiable and GPU-accelerated Synchrotron Simulation Package

Kangning Diao, Zack Li, Richard D. P. Grumitt +1

We introduce synax, a novel library for automatically differentiable simulation of Galactic synchrotron emission. Built on the JAX framework, synax leverages JAX's capabilities, in…

Multi-fidelity emulator for large-scale 21 cm lightcone images: a few-shot transfer learning approach with generative adversarial network

synax: A Differentiable and GPU-accelerated Synchrotron Simulation Package

$synax$ : A Differentiable and GPU-accelerated Synchrotron Simulation Package