An efficient, ready‑to‑use workflow from whole‑slide image to biomarker prediction. STAMP is an end‑to‑end, weakly‑supervised deep‑learning pipeline that helps discover and evaluate candidate ...

In this study, by integrating reservoir geological parameters, fracturing engineering parameters, and microseismic fracture interpretation data, multiple nonlinear machine learning models were ...

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