Minimization of Betatron Oscillations of Electron Beam Injected Into a Time-Varying Lattice via Extremum Seeking. - Alexander Scheinker; Xiaobiao Huang; Juhao Wu (IEEE Trans. Control. Syst. Technol., 2018)

Multi-objective multi-generation Gaussian process optimizer for design optimization. - Xiaobiao Huang (CoRR, 2019)

Machine learning for design optimization of storage ring nonlinear dynamics. - Faya Wang; Minghao Song; Auralee Edelen; Xiaobiao Huang (CoRR, 2019)

Online tuning and light source control using a physics-informed Gaussian process Adi. - Adi Hanuka; Joseph Duris; Jane Shtalenkova; Dylan Kennedy; Auralee Edelen; Daniel Ratner; Xiaobiao Huang (CoRR, 2019)

Physics-informed Gaussian Process for Online Optimization of Particle Accelerators. - Adi Hanuka; Xiaobiao Huang; Jane Shtalenkova; Dylan Kennedy; Auralee Edelen; V. R. Lalchand; Daniel Ratner; Joseph Duris (CoRR, 2020)

Teeport: Break the Wall Between the Optimization Algorithms and Problems. - Zhe Zhang; Xiaobiao Huang; Minghao Song (Frontiers Big Data, 2021)

Online accelerator optimization with a machine learning-based stochastic algorithm. - Zhe Zhang 033; Minghao Song; Xiaobiao Huang (Mach. Learn. Sci. Technol., 2021)