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Mud volume prediction on Drilling telemetry (test)

0.0196MAELSTM baseline
0.0193340.0210620.022790.024518Apr 21, 2026

Evaluation results

MethodLinks
LSTM baselineType=Supervised2026.040.0196—24.6
Best MAE (GRU, lat80)encoder depth (L)=1, latent width percentage (pz)=80%, task header depth (Lh)=2, cell type=GRU, masking ratio (pm)=20%2026.040.02096.419.8
GRU baselineType=Supervised2026.040.02632.7—