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Nora Research Lab

NoraResearchLab

Models in Library0

Datasets in Library2

Models on Hugging Face—

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Datasets

Dataset · Other

Lithology-Training-Dataset

Nora Research Lab

A supervised training dataset for machine learning and AI systems that learn to identify lithology from well-log data. This dataset contains exactly 400 wells with standardized wireline-log measurements and corresponding lithological labels. https://huggingface.co/datasets/NoraResearchLab/Lithology-Training-Dataset This dataset is intended for training and model development. It is separate from the independent evaluation benchmark. - SHALE - SANDSTONE - LIMESTONE - DOLOMITE - ANHYDRITE - SALT - COAL - UNKNOWN/MIXED UNKNOWN/MIXED represents intervals where the available log evidence does not provide sufficient confidence for assigning one of the principal lithological classes. Depth-indexed…

Publicly accessible other 1K<n<10K

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Dataset

lithology-zeroshot-llm-results

Nora Research Lab

Held-out test wells from NoraResearchLab/Lithology-Training-Dataset. Protocol: depth-binned log summary → JSON interval prediction → sequence metrics. Figures in figures/.

Publicly accessible

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