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gp_dla_detection's Introduction

Hi there, I am Ming-Feng (Jibancat) ๐Ÿ‘‹

I'm an astronomer, simulator, and data scientist

  • ๐Ÿ”ญ Check out my personal website: jibancat.github.io!
  • ๐ŸŒฑ Iโ€™m currently learning tensorflow probability, Blender, wagashi making, and Japanese!
  • ๐Ÿง‹ My past works include machine learning pipeline for finding DLAs (gp_dla_detectoin), multi-fidelity emulator for cosmological simulations (matter_multi_fidelity_emu), and an automated tool for quasar redshift estimation (gp_qso_redshift).
  • ๐Ÿ‘ฏ Iโ€™m currently interested in subgrid model calibration for galaxy formation simulations using machine learning, Lyman-alpha tomography, Bayesian population inference, time-domain astronomy.
  • ๐Ÿฅ… 2023 Goals: Learn more about self-supervised learning and find a job.
  • โšก Fun fact: I love to play Don't Starve Together (DST) and cello. And before pursuing my astronomy PhD, I loved writing literature and (briefly) worked in the fascinating field of digital humanities!

Selected papers

  • PRIYA: A new suite of Lyman-alpha forest simulations for cosmology (arXiv:2306.05471) and the companion paper using PRIYA for inference, Cosmological Constraints from the eBOSS Lyman-ฮฑ Forest using the PRIYA Simulations (arXiv:2309.03943)

PRYIA_side_by_side

YouTube link to the full-resoultion video! YouTube link to the full-resoultion video! YouTube link to the full-resolution video! YouTube link to the full-resoultion video!

Yueying style proposal 001

  • Damped Lyman-alpha Absorbers from Sloan Digital Sky Survey DR16Q with Gaussian processes (arXiv:2103.10964)

263743777-6dd4a7d5-3add-4599-8a11-3e868977677d

Connect with me:

website website ย ย  website website ย ย  website ย ย  website website

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