Guobiao Cai

13 papers Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Hybrid Deep-Learning Framework for Solid Rocket Motor Performance Prediction Based on Mechanism Modeling and Residual Learning.
IEEE Trans. Aerosp. Electron. Syst.
Weile Xu, Xingchen Li, Hao Zhu, Wen Yao, Guobiao Cai
2025 J jnl
Efficient prediction of aerodynamic forces in rarefied flow using convolutional neural network based multi-process method.
Mach. Learn. Sci. Technol.
Haifeng Huang, Guobiao Cai, Chuanfeng Wei, Baiyi Zhang, Xiang Cui, Yongjia Zhao, Huiyan Weng, Weizong Wang, Lihui Liu, Bijiao He
2024 J jnl
Applying Machine Learning Techniques: Uncertainty Quantification in Nonlinear Dynamics Characters Predictions via Gated Recurrent Unit-Based Reduced-Order Models.
Int. J. Pattern Recognit. Artif. Intell.
Xun Peng, Hao Zhu, Dajun Xu, Wenzhi Hao, Weizong Wang, Guobiao Cai
2023 J jnl
Physics-informed neural networks for solving forward and inverse Vlasov-Poisson equation via fully kinetic simulation.
Mach. Learn. Sci. Technol.
Baiyi Zhang, Guobiao Cai, Huiyan Weng, Weizong Wang, Lihui Liu, Bijiao He
2022 J jnl
A Bi-stage Multi-objective Reliability-based Design Optimization Using Surrogate Model for Reusable Thrust Chambers.
Reliab. Eng. Syst. Saf.
Yaqun Qi, Ping Jin, Guobiao Cai, Ruizhi Lin
2021 J jnl
Diagnosis of Sensor Faults in Hypersonic Vehicles Using Wavelet Packet Translation Based Support Vector Regressive Classifier.
IEEE Trans. Reliab.
Shaojie Ai, Jia Song, Guobiao Cai
2021 — conf
Fault Diagnosis of the Four-Rotor Unmanned Aerial Vehicle using the Optimized Deep Forest Algorithm based on the Wavelet Packet Translation.
DSA
Shaojie Ai, Weize Shang, Jia Song, Guobiao Cai
2020 J jnl
Dynamic reliability analysis for the reusable thrust chamber: A multi-failure modes investigation based on coupled thermal-structural analysis.
Reliab. Eng. Syst. Saf.
Yaqun Qi, Ping Jin, Ruizhi Lin, Sheng Zhang, Guobiao Cai
2014 — conf
Framework of Concurrent Design Facility for Aerospace Engineering Education Based on Cloud Computing.
CE
Dajun Xu, Cees Bil, Guobiao Cai
2014 J jnl
Multi-field coupling dynamic modeling and simulation of turbine test rig gas system.
Simul. Model. Pract. Theory
Yang Chen, Guobiao Cai, Zhenpeng Zhang, Yulong Huang
2013 — conf
A Low Cost CDF Framework for Aerospace Engineering Education Based on Cloud Computing.
CE
Dajun Xu, Cees Bil, Guobiao Cai
2013 — conf
Overview on the Development of Concurrent Design Facility.
CE
Dajun Xu, Cees Bil, Guobiao Cai
2013 J jnl
Reusable rocket engine preventive maintenance scheduling using genetic algorithm.
Reliab. Eng. Syst. Saf.
Tao Chen, Jiawen Li, Ping Jin, Guobiao Cai