Physics model-informed Gaussian process for online optimization of particle accelerators A Hanuka, X Huang, J Shtalenkova, D Kennedy, A Edelen, Z Zhang, ... Physical Review Accelerators and Beams 24 (7), 072802, 2021 | 48 | 2021 |
Development of S-band photocathode RF guns at Tsinghua University L Zheng, Y Du, Z Zhang, H Qian, L Yan, J Shi, Z Zhang, Z Zhou, X Wu, ... Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2016 | 34 | 2016 |
Analytical study on emittance growth caused by roughness of a metallic photocathode Z Zhang, C Tang Physical Review Special Topics-Accelerators and Beams 18 (5), 053401, 2015 | 22 | 2015 |
Storage ring nonlinear dynamics optimization with multi-objective multi-generation Gaussian process optimizer M Song, X Huang, L Spentzouris, Z Zhang Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2020 | 17 | 2020 |
Multi-objective multi-generation Gaussian process optimizer for design optimization X Huang, M Song, Z Zhang arXiv preprint arXiv:1907.00250, 2019 | 16 | 2019 |
Online accelerator optimization with a machine learning-based stochastic algorithm Z Zhang, M Song, X Huang Machine Learning: Science and Technology 2 (1), 015014, 2020 | 14 | 2020 |
Accurate prediction of mega-electron-volt electron beam properties from UED using machine learning Z Zhang, X Yang, X Huang, J Li, T Shaftan, V Smaluk, M Song, W Wan, ... Scientific Reports 11 (1), 1-13, 2021 | 5 | 2021 |
Surface-plasmon enhanced photoemission of a silver nano-patterned photocathode Z Zhang, R Li, H To, G Andonian, E Pirez, D Meade, J Maxson, ... Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2017 | 5 | 2017 |
Toward fully automated UED operation using two-stage machine learning model Z Zhang, X Yang, X Huang, T Shaftan, V Smaluk, M Song, W Wan, L Wu, ... Scientific Reports 12 (1), 1-12, 2022 | 3 | 2022 |
Multi-Objective Multi-Generation Gaussian Process Optimizer X Huang, Z Zhang, M Song 12th International Particle Accelerator Conference (IPAC'21), Campinas, SP …, 2021 | 3 | 2021 |
Teeport: Break the Wall Between the Optimization Algorithms and Problems Z Zhang, X Huang, M Song Frontiers in big Data 4, 2021 | 1 | 2021 |
Analyzing accelerator operation data with neural networks FY Wang, X Huang, Z Zhang North American Particle Accelerator Conference (NAPAC'19), Lansing, MI, USA …, 2019 | 1 | 2019 |
A spatially separated two frequency rf gun design for beam brightness improvement Z Zhang, H Qian, C Tang, Z Zhang Proc. of International Particle Accelerator Conference (IPAC’16), Busan …, 2016 | 1 | 2016 |
Numerical Simulation on Emittance Growth Caused by Roughness of a Metallic Photocathode Z Zhang, C Tang 6th Int. Particle Accelerator Conf.(IPAC'15), Richmond, VA, USA, May 3-8 …, 2015 | | 2015 |