Reservoir characterization through comprehensive modeling of elastic logs prediction in heterogeneous rocks using unsupervised clustering and class-based ensemble machine learning
Muhammad Ali, Peimin Zhu, Ren Jiang, Huolin Ma, Muhsan Ehsan, Wakeel Hussain, Hao Zhang, Umar Ashraf, Jared Ullaah
Topics & Concepts
Cluster analysisReservoir modelingComputer scienceEnsemble learningRandom forestData miningMachine learningArtificial intelligenceBig dataGeologyPetroleum engineeringSeismic Imaging and Inversion TechniquesReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis