Developing hybrid XGBoost model integrated with entropy weight and Bayesian optimization for predicting tunnel squeezing intensity
Xiaojie Geng, Shunchuan Wu, Yanjie Zhang, Junlong Sun, Haiyong Cheng, Zhongxin Zhang, Shijiang Pu
Topics & Concepts
HydrogeologyEntropy (arrow of time)Bayesian probabilityIntensity (physics)Principle of maximum entropyBayesian optimizationEnvironmental scienceMathematical optimizationComputer scienceStatisticsEngineeringMathematicsPhysicsGeotechnical engineeringThermodynamicsOpticsTunneling and Rock MechanicsRock Mechanics and ModelingNon-Destructive Testing Techniques