30 citations · 74 across the 8 of their papers we have counts for
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physics.bio-ph2022★ 30 cited
Molecular-scale substrate anisotropy and crowding drive long-range nematic order of cell monolayers
Yimin Luo, Mengyang Gu, Minwook Park +7
The ability of cells to reorganize in response to external stimuli is important in areas ranging from morphogenesis to tissue engineering. Elongated cells can co-align due to steri…
physics.chem-ph2022★ 23 cited
Reliable emulation of complex functionals by active learning with error control
Xinyi Fang, Mengyang Gu, Jianzhong Wu
A statistical emulator can be used as a surrogate of complex physics-based calculations to drastically reduce the computational cost. Its successful implementation hinges on an acc…
stat.CO2022★ 8 cited
Scalable marginalization of correlated latent variables with applications to learning particle interaction kernels
Mengyang Gu, Xubo Liu, Xinyi Fang +1
Marginalization of latent variables or nuisance parameters is a fundamental aspect of Bayesian inference and uncertainty quantification. In this work, we focus on scalable marginal…