Xiaobiao Huang

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 7

Top Topics

Nonlinear Dynamics

Machine Learning

Expectation Propagation

Hyperparameters

Top Venues

Mach. Learn. Sci. Technol.

IEEE Trans. Control. Syst. Technol.

Frontiers Big Data

Publications

Zhe Zhang, Xiaobiao Huang, Minghao Song
Teeport: Break the Wall Between the Optimization Algorithms and Problems. Frontiers Big Data 4 (2021)
Zhe Zhang, Minghao Song, Xiaobiao Huang
Online accelerator optimization with a machine learning-based stochastic algorithm. Mach. Learn. Sci. Technol. 2 (1) (2021)
Adi Hanuka, Xiaobiao Huang, Jane Shtalenkova, Dylan Kennedy, Auralee Edelen, V. R. Lalchand, Daniel Ratner, Joseph Duris
Physics-informed Gaussian Process for Online Optimization of Particle Accelerators. CoRR (2020)
Faya Wang, Minghao Song, Auralee Edelen, Xiaobiao Huang
Machine learning for design optimization of storage ring nonlinear dynamics. CoRR (2019)
Adi Hanuka, Joseph Duris, Jane Shtalenkova, Dylan Kennedy, Auralee Edelen, Daniel Ratner, Xiaobiao Huang
Online tuning and light source control using a physics-informed Gaussian process Adi. CoRR (2019)
Xiaobiao Huang
Multi-objective multi-generation Gaussian process optimizer for design optimization. CoRR (2019)
Alexander Scheinker, Xiaobiao Huang, Juhao Wu
Minimization of Betatron Oscillations of Electron Beam Injected Into a Time-Varying Lattice via Extremum Seeking. IEEE Trans. Control. Syst. Technol. 26 (1) (2018)