Kernalizing Chemical Spaces

We propose to develop effective representation methods for chemicals. Such methods should be able to capture the intrinsic characteristics of chemicals including geometry and chemical bond information. Such methods should be easy to compute and facility subsequent analysis. Towards that end, we are going to investigate

  • Kernel based representation methods
  • Non-kernel based representation methods
  • Feature extraction
  • Feature selection

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