Author

Cheng Chen

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Open access Sep 2026

Shape-Regularized Meta-Learning Method for Performance Assessment of Solid Rocket Motors

During the early developmental stages of solid rocket motors (SRMs), particularly under extreme operating conditions, the scarcity of experimental data severely limits the predictive capabilities of conventional deep learning models. To address this challenge, this paper proposes a novel hybrid predictive framework, te...

Fan-Bin Meng, Cheng Chen, Hui-Xin Yang · Machines · 0 citations

Open access Sep 2026

An L1 Adaptive Control Method with an Extended State Observer for Fixed-Wing UAV Attitude Control

To address issues such as nonlinear strong coupling, time-varying parameters, and external wind disturbances in fixed-wing unmanned aerial vehicles (UAVs) operating in complex flight environments, this study develops a composite attitude control method integrating L1 adaptive control with an extended state observer (ES...

Cheng Chen, Wen-Xi Tu, Yang Liu et al. · Actuators · 0 citations