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A Bayesian machine learning approach for inverse prediction of high-performance concrete ingredients with targeted performance

Xinyuan Ke, Yu Duan

2020Construction and Building Materials61 citationsDOI

Topics & Concepts

Computer scienceMachine learningBayesian probabilitySupercomputerMarkov chain Monte CarloArtificial intelligenceSobol sequenceBayesian inferenceInferenceSurrogate modelMonte Carlo methodData miningMathematicsStatisticsOperating systemConcrete and Cement Materials ResearchInfrastructure Maintenance and MonitoringInnovative concrete reinforcement materials
A Bayesian machine learning approach for inverse prediction of high-performance concrete ingredients with targeted performance | Litcius