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1. Microseismicity-Prediction Microseismicity-Prediction Public

   Apply LSTM to predict the triggring front of hydraulic fracturing microseismicity from industrial records.

   Jupyter Notebook 8 1

2. ED-ConvLSTM ED-ConvLSTM Public

   This repository contains all the codes for the training of ED-ConvLSTM and the baseline U-Net.

   Jupyter Notebook 4

3. CNN-Transformer CNN-Transformer Public

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

   Jupyter Notebook 1

4. CoNFiLD-geo CoNFiLD-geo Public

   Conditional Neural Field Latent Diffusion Model for Geoscience

   Python

5. CoSwinNet CoSwinNet Public

   CoSwinNet: a conditional Swin Transformer multimodal surrogate model for subsurface multiphase flow

   Python

6. SURGIN SURGIN Public

   Surrogate-guided generative inversion framework

   Jupyter Notebook