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math.OC2026
Fixed-time-stable ODE Representation of Lasso
Liang Wu, Yunhong Che, Wallace Gian Yion Tan +3
Lasso problems arise in many areas, including signal processing, machine learning, and control, and are closely connected to sparse coding mechanisms observed in neuroscience. A co…
math.OC2025
Adaptive Nonlinear Model Predictive Control of Monoclonal Antibody Glycosylation in CHO Cell Culture
Yingjie Ma, Jing Guo, Alexis B. Dubs +2
N-glycosylation is a critical quality attribute of monoclonal antibodies (mAbs), the dominant class of biopharmaceuticals. Controlling glycosylation remains difficult due to intrin…
math.OC2025
Bang-Ride Optimal Control: Monotonicity, External Positivity, and Fast Battery Charging
Shengling Shi, Jacob Sass, Jiaen Wu +5
This work studies a class of optimal control problems with scalar inputs and general constraints, whose solutions follow a bang-ride pattern that always activates a constraint and…