Research and personal projects in data science

• Cosmological Models

  • Statistical Inference of Cosmological Model
  • keywords: Bayesian statistics, Monte Carlo simulation, map-reduce

• Galaxy Simulation

  • Data mining in large simulation database
  • Identify meaningful structures and statistic bias in data
  • keywords: HDFS, Pandas

• Performance Forecast

  • Predict and improve the performance of future surveys
  • keywords: PCA, MCMC

• Galaxy Classification

  • Classify galaxy morphhology with CNN machine learning algorithm
  • keywords: machine learning, CNN, ResNet, image classifier