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Genevieve-xiao / well-log-reconstruction

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A deep-learning project for well log reconstruction, including Transformer, spectral gating, TFT, FreTS, and TSMixer models for GR curve prediction from multi-log inputs, with dataset building, training, and evaluation workflows. 基于深度学习的测井曲线重建项目，包含 Transformer、频域门控、TFT、FreTS 和 TSMixer 等模型实现，支持多测井曲线输入下的 GR 曲线重建、数据集构建、训练与评估流程。

deep-learning transformer tft tsmixer well-log-prediction frets well-log-reconstruction
  • Updated May 18, 2026
  • Python

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