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Jianing Liu

2 papers indexed

openalexFrontiers in Pharmacology2026-07-23

Medication adherence and influencing factors in children and adolescents with attention deficit hyperactivity disorder (ADHD): a systematic review and meta-analysis

Jianing Liu, Bingyao Kang, Weiqi Deng, Zilong Hao, Chunsong Yang, Li Zhang

Background Medication non-adherence is widely occurring in children and adolescents with ADHD, which may lead to adverse consequences. However, the pooled adherence rate and influencing factors are inconsistent in different studies. Methods We searched PubMed, Embase (Ovid), Coch…

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arxivcs.LGmath.NAphysics.chem-phphysics.comp-phphysics.data-an2026-07-08

Higher-Order Geometric Updates for Levenberg-Marquardt Method via Riemann Normal Coordinates

Jianing Liu, Dong H. Zhang

Nonlinear least-squares optimization is central to regression, physics-informed neural networks, and other machine-learning tasks. Such problems have a natural geometric interpretation, model predictions form a manifold in data space, while the chosen parameterization can introdu…

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