30 citations · 170 across the 22 of their papers we have counts for
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stat.ME2023★ 17 cited
Probabilistic forecast of nonlinear dynamical systems with uncertainty quantification
Mengyang Gu, Yizi Lin, Victor Chang Lee +1
Data-driven modeling is useful for reconstructing nonlinear dynamical systems when the underlying process is unknown or too expensive to compute. Having reliable uncertainty assess…
stat.ME2023★ 2 cited
A Nonparametric Mixed-Effects Mixture Model for Patterns of Clinical Measurements Associated with COVID-19
Xiaoran Ma, Wensheng Guo, Mengyang Gu +3
Some patients with COVID-19 show changes in signs and symptoms such as temperature and oxygen saturation days before being positively tested for SARS-CoV-2, while others remain asy…
physics.bio-ph2023★ 11 cited
Data-driven model construction for anisotropic dynamics of active matter
Mengyang Gu, Xinyi Fang, Yimin Luo
The dynamics of cellular pattern formation is crucial for understanding embryonic development and tissue morphogenesis. Recent studies have shown that human dermal fibroblasts cult…