publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Can Microcanonical Langevin Dynamics Leverage Mini-Batch Gradient Noise?
    Emanuel* Sommer, Kangning* Diao, Jakob Robnik, and 2 more authors
    arXiv, Feb 2026
    DOI

2025

  1. GPMV.png
    Modeling Foreground Spatial Variations in 21 cm Gaussian Process Component Separation
    Kangning Diao, Richard D. P. Grumitt, and Yi Mao
    ApJ, Jul 2025
    DOI
    1 InspireHEP citations
  2. haslam_opt.png
    synax: A Differentiable and GPU-accelerated Synchrotron Simulation Package
    Kangning Diao, Zack Li, Richard D. P. Grumitt, and 1 more author
    ApJS, May 2025
    DOI
    0 Google Scholar citations
  3. Detecting modeling bias with continuous time flow models on weak lensing maps
    Kangning Diao, Biwei Dai, and Uroš Seljak
    JCAP, Aug 2025
    DOI
    0 Google Scholar citations 2 InspireHEP citations

2024

  1. Reionization Parameter Inference from 3D Minkowski Functionals of the 21 cm Signals
    Kangning Diao, Zhaoting Chen, Xuelei Chen, and 1 more author
    ApJ, Oct 2024
    DOI
    0 Google Scholar citations 7 InspireHEP citations

2023

  1. cdc.png
    Multi-fidelity Emulator for Cosmological Large Scale 21 cm Lightcone Images: a Few-shot Transfer Learning Approach with GAN
    Kangning Diao, and Yi Mao
    arXiv e-prints, Jul 2023
    arXiv HTML
    2 InspireHEP citations
  2. Can diffusion model conditionally generate astrophysical images?
    Xiaosheng Zhao, Yuan-Sen Ting, Kangning Diao, and 1 more author
    \mnras, Dec 2023
    DOI HTML
    0 Google Scholar citations 17 InspireHEP citations