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A multi-modal hybrid CNN-Transformer surrogate model for simulating and optimizing geological carbon sequestration

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fengzhao1239/CNN-Transformer

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CNN-Transformer

Directories:

  • Model: the CNN-Transformer neural network
  • TensorProcessing: the Dataset
  • Train: the training script
  • Optimization: the NSGA-2 optimization script
  • checkpoints: the trained models

Refer to published paper on Advances in Water Resources: https://doi.org/10.1016/j.advwatres.2025.104897

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A multi-modal hybrid CNN-Transformer surrogate model for simulating and optimizing geological carbon sequestration

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