Adaptive meta-learning stochastic gradient Hamiltonian Monte Carlo simulation for Bayesian updating of structural dynamic models
Xianghao Meng, James L. Beck, Yong Huang, Hui Li
Topics & Concepts
Monte Carlo methodHybrid Monte CarloStatistical physicsComputer scienceApplied mathematicsBayesian probabilityMarkov chain Monte CarloMathematical optimizationMathematicsPhysicsArtificial intelligenceStatisticsModel Reduction and Neural NetworksGaussian Processes and Bayesian InferenceProbabilistic and Robust Engineering Design