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  • šŸ‘‹ Hi, Iā€™m @dkn16
  • šŸ‘€ I have a broad interest in cosmology and astronomy, as well as developing data analysis and statistical inference techniques.
  • šŸŒ± Iā€™m currently working on synax, an automatic differentiable simulation for galactic sychrotron emission. The Galaxy and cosmology are closely related to each other, as the radio cosmological observations are all contaminated by Galactic foregrounds.
  • šŸ’žļø Iā€™m looking to collaborate on cosmology.
  • šŸ“« How to reach me: [email protected]

dkn16's Projects

21cmmc icon 21cmmc

Constrain 21cmFAST parameters using MCMC

dkn16 icon dkn16

Config files for my GitHub profile.

few-shot-gan-adaptation icon few-shot-gan-adaptation

[ML4Astro workshop ICML' 2023] Multi-fidelity Emulator for Cosmological Large Scale 21 cm Lightcone Images: a Few-shot Transfer Learning Approach with GAN

h21f icon h21f

A Gaussian Process based 21-cm foreground separation code.

multi-fidel-gan-21cm icon multi-fidel-gan-21cm

[ICML ML4Astro workshop] repo for Multi-fidelity Emulator for Cosmological Large Scale 21 cm Lightcone Images: a Few-shot Transfer Learning Approach with GAN

pymin icon pymin

A python code to calculate 3D Minkowski Functionals

stylegan2-pytorch icon stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

synax icon synax

All sky Synchrotron emission simulation with JAX

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