30 citations · 170 across the 22 of their papers we have counts for
4 papers · 1 filter
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…
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…
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…
RobustCalibration: Robust Calibration of Computer Models in R
Mengyang Gu
Two fundamental research tasks in science and engineering are forward predictions and data inversion. This article introduces a recent R package RobustCalibration for Bayesian data…