A reliable Bayesian neural network for the prediction of reservoir thickness with quantified uncertainty
Lili Bao, Jiangshe Zhang, Chunxia Zhang, Rui Guo, Xiaoli Wei, Zi-Lu Jiang
Topics & Concepts
Artificial neural networkDropout (neural networks)Bayesian probabilityComputer scienceMonte Carlo methodData miningBayesian networkUncertainty quantificationField (mathematics)Bayesian inferenceWell loggingReservoir simulationMachine learningArtificial intelligenceStatisticsMathematicsGeologyPetroleum engineeringPure mathematicsReservoir Engineering and Simulation MethodsNeural Networks and ApplicationsHydrological Forecasting Using AI