Mengyang Gu
Cited by
Cited by
Magma reservoir failure and the onset of caldera collapse at Kīlauea Volcano in 2018
KR Anderson, IA Johanson, MR Patrick, M Gu, P Segall, MP Poland, ...
Science 366 (6470), eaaz1822, 2019
Parallel partial Gaussian process emulation for computer models with massive output
M Gu, JO Berger
The Annals of Applied Statistics 10 (3), 1317-1347, 2016
Robust Gaussian stochastic process emulation
M Gu, X Wang, JO Berger
the Annals of Statistics 46 (6A), 3038-3066, 2018
RobustGaSP: Robust Gaussian stochastic process emulation in R
M Gu, J Palomo, JO Berger
The R Journal 11 (1), 112-136, 2019
Scaled Gaussian Stochastic Process for Computer Model Calibration and Prediction
M Gu, L Wang
SIAM/ASA Journal on Uncertainty Quantification 6 (4), 1555--1583, 2018
Jointly robust prior for Gaussian stochastic process in emulation, calibration and variable selection
M Gu
Bayesian Analysis 14 (3), 877-905, 2019
Generalized probabilistic principal component analysis of correlated data
M Gu, W Shen
Journal of Machine Learning Research 21 (13), 1-41, 2020
Uncertainty quantification and estimation in differential dynamic microscopy
M Gu, Y Luo, Y He, ME Helgeson, MT Valentine
Physical Review E, arXiv preprint arXiv:2105.01200, 2021
Robust uncertainty quantification and scalable computation for computer models with massive output
M Gu
RobustCalibration: Robust Calibration of Computer Models in R
M Gu
arXiv preprint arXiv:2201.01476, 2022
A theoretical framework of the scaled Gaussian stochastic process in prediction and calibration
M Gu, F Xie, L Wang
SIAM/ASA Journal on Uncertainty Quantification, arXiv preprint arXiv:1807.03829, 2022
Reliable emulation of complex functionals by active learning with error control
X Fang, M Gu, J Wu
The Journal of Chemical Physics, arXiv preprint arXiv:2208.06727, 2022
High-throughput microscopy to determine morphology, microrheology, and phase boundaries applied to phase separating coacervates
Y Luo, M Gu, CER Edwards, MT Valentine, ME Helgeson
Soft Matter 18 (15), 3063-3075, 2022
Fast Nonseparable Gaussian Stochastic Process With Application to Methylation Level Interpolation
M Gu, Y Xu
Journal of Computational and Graphical Statistics 29 (2), 250-260, 2020
Characterizing performance inequity across us ookla speedtest users
U Paul, J Liu, V Adarsh, M Gu, A Gupta, E Belding
arXiv preprint arXiv:2110.12038, 2021
Ab initio uncertainty quantification in scattering analysis of microscopy
M Gu, Y He, X Liu, Y Luo
arXiv preprint arXiv:2309.02468, 2023
Calibration of imperfect geophysical models by multiple satellite interferograms with measurement bias
M Gu, K Anderson, E McPhillips
Technometrics, arXiv preprint arXiv:1810.11664, 2023
The importance of contextualization of crowdsourced active speed test measurements
U Paul, J Liu, M Gu, A Gupta, E Belding
Proceedings of the 22nd ACM Internet Measurement Conference, 274-289, 2022
Scalable marginalization of correlated latent variables with applications to learning particle interaction kernels
M Gu, X Liu, X Fang, S Tang
The New England Journal of Statistics in Data Science arXiv preprint arXiv …, 2022
Efficient force field and energy emulation through partition of permutationally equivalent atoms
H Li, M Zhou, J Sebastian, J Wu, M Gu
Journal of Chemical Physics, arXiv preprint arXiv:2108.06072, 2022
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