Gaussian Processes and Polynomial Chaos Expansion for Regression Problem: Linkage via the RKHS and Comparison via the KL Divergence. - Liang Yan 003; Xiaojun Duan; Bowen Liu; Jin Xu (Entropy, 2018)

Bayesian Optimization Based on K-Optimality. - Liang Yan 003; Xiaojun Duan; Bowen Liu; Jin Xu (Entropy, 2018)

Rapidly Tuning the PID Controller Based on the Regional Surrogate Model Technique in the UAV Formation. - Binglin Wang; Xiaojun Duan; Liang Yan 003; Juan Deng; Jiangtao Chen (Entropy, 2020)

Identifying the module structure of swarms using a new framework of network-based time series clustering. - Kongjing Gu; Ziyang Mao; Xiaojun Duan; Guanlin Wu; Liang Yan 003 (Eng. Appl. Artif. Intell., 2021)

Solving Fredholm integral equation of the first kind using Gaussian process regression. - Renjun Qiu; Liang Yan 003; Xiaojun Duan (Appl. Math. Comput., 2022)

The best approximate solution of Fredholm integral equations of the first kind via Gaussian process regression. - Renjun Qiu; Xiaojun Duan; Qizi Huangpeng; Liang Yan 003 (Appl. Math. Lett., 2022)

An integrated surrogate model constructing method: Annealing combinable Gaussian process. - Binglin Wang; Liang Yan 003; Xiaojun Duan; Tongpu Yu; Hao Zhang (Inf. Sci., 2022)

A dynamical particle merging and splitting algorithm for Particle-In-Cell simulations. - Qian Dong; Binglin Wang; Xiaojun Duan; Liang Yan 003; Ke Liu; Wen Luo; Fuqiu Shao; Tongpu Yu (Comput. Phys. Commun., 2024)

A new partition method for DIRECT-type algorithm based on minimax design. - Kai Jia; Xiaojun Duan; Zhengming Wang; Taihe Yi; Liang Yan 003; Xuan Chen (J. Glob. Optim., 2024)

A Bayesian Multistage Fusion Model for Radar Antijamming Performance Evaluation. - Linqi Zhao; Liang Yan 003; Xiaojun Duan; Zhengming Wang (IEEE Trans. Aerosp. Electron. Syst., 2024)

Accounting for Geometric Anisotropy in Sparse Magnetic Data Using a Modified Interpolation Algorithm. - Haibin Li; Qi Zhang 068; Mengchun Pan; Dixiang Chen; Zhongyan Liu; Liang Yan 003; Yujing Xu; Zengquan Ding; Ziqiang Yu; Xu Liu; Ke Wan 003; Weiji Dai (Remote. Sens., 2024)

Radar Anti-Jamming Performance Evaluation Based on Logistic Fusion of Multi-Stage SIR Information. - Linqi Zhao; Liang Yan 003; Xiaojun Duan; Zhengming Wang (Remote. Sens., 2024)