Lecturer
School/Department:计算机科学与数学学院
Education Level:With Certificate of Graduation for Doctorate Study
Degree:Doctoral degree
Status:Employed
Alma Mater:华中科技大学
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[1] Liuhong Chen,Meixin Xiong,Xiaoming He.Efficient mini-batch stochastic gradient descent with Centroidal Voronoi Tessellation for PDE-constrained optimization under uncertainty:Physica D: Nonlinear Phenomena,2024:134216
[2] Liuhong Chen,Meixin Xiong.Reduced approach for stochastic optimal control problems.[J]:International Journal of Numerical Analysis and Modeling,2022,19(2-3):237–254
[3] Meixin Xiong,Liuhong Chen.Quantify uncertainty by estimating the probability density function of the output of interest using MLMC based Bayes method.[J]:Discrete and Continuous Dynamical Systems - Series B,2023,28(1):707–721
[4] Meixin Xiong,Liuhong Chen,Lisheng Hou.Cluster-based gradient method for stochastic optimal control problems with elliptic partial differential equation constraint.[J]:Numerical Methods for Partial Differential Equations,2022,38:1861–1879
[5] Meixin Xiong,Liuhong Chen,Jaemin Shin.Accelerating the Bayesian inference of inverse problems by using data-driven compressive sensing method based on proper orthogonal decomposition.[J]:Electronic Research Archive,2021,29(5):3383–3403
Paper Publications
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