Litcius/Paper detail

TBM performance prediction with Bayesian optimization and automated machine learning

Qianli Zhang, Weifei Hu, Zhenyu Liu, Jianrong Tan

2020Tunnelling and Underground Space Technology130 citationsDOI

Topics & Concepts

HyperparameterMachine learningArtificial intelligenceBayesian optimizationComputer scienceArtificial neural networkSupport vector machineRandom forestDecision treeAdaBoostTree (set theory)MathematicsMathematical analysisTunneling and Rock MechanicsDrilling and Well EngineeringAdvanced machining processes and optimization