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Accelerating Discovery of Polyimides with Intrinsic Microporosity for Membrane-Based Gas Separation: Synergizing Physics-Informed Performance Metrics and Active Learning

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GCNN-for-gas-separation

This is for the paper "Accelerating Discovery of Polyimides with Intrinsic Microporosity for Membrane-Based Gas Separation: Synergizing Physics-Informed Performance Metrics and Active Learning"

https://onlinelibrary.wiley.com/doi/full/10.1002/adfm.202314683

requirements:

  • torch_verson: 1.10.2
  • torch.cuda.version: 11.3
  • rdkit_version: 2021.09.4
  • torch_geometric_version: 2.0.3
  • Python 3.9.10

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Accelerating Discovery of Polyimides with Intrinsic Microporosity for Membrane-Based Gas Separation: Synergizing Physics-Informed Performance Metrics and Active Learning

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