Corpus ID: 233004673

On machine learning search for gravitational lenses

@inproceedings{Khachatryan2021OnML,
  title={On machine learning search for gravitational lenses},
  author={Hayk Khachatryan},
  year={2021}
}
We consider a machine learning algorithm to detect and identify strong gravitational lenses on sky images. First, we simulate different artificial but very close to reality images of galaxies, stars and strong lenses, using six different methods, i.e. two for each class. Then we deploy a convolutional neural network architecture to classify these simulated images. We show that after neural network training process one achieves about 93 percent accuracy. As a simple test for the efficiency of… Expand

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