A physics-informed framework for mechanical parameters inversion in tunnel engineering based on deep learning and Bayesian optimization
Zhiyong Pang, Yuequn Huang, Muwu Xie, Yaoru Liu
Topics & Concepts
Inversion (geology)Bayesian optimizationBayesian probabilityArtificial intelligenceMachine learningComputer scienceMechanical engineeringMathematicsMathematics educationEngineeringGeologySeismologyTectonicsTunneling and Rock MechanicsDrilling and Well EngineeringRock Mechanics and Modeling