Perovskites

Data

Review of Material Design

Graph Machine Learning for Material Design

Tasks

  • Attribute prediction on normal attributes
  • Attribute prediction on molecular graphs
  • (inverse prediction) molecular generation
  • (retro)synthesis prediction
  • interpretable / explainable prediction/generation
  • automatic knowledge discovery
  • from chemical structure to crystal