עקוב אחר
Mengyang Gu
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
1492019
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
1142016
Robust Gaussian stochastic process emulation
M Gu, X Wang, JO Berger
the Annals of Statistics 46 (6A), 3038-3066, 2018
1122018
RobustGaSP: Robust Gaussian stochastic process emulation in R
M Gu, J Palomo, JO Berger
The R Journal 11 (1), 112-136, 2019
712019
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
582018
Jointly robust prior for Gaussian stochastic process in emulation, calibration and variable selection
M Gu
Bayesian Analysis 14 (3), 877-905, 2019
432019
Generalized probabilistic principal component analysis of correlated data
M Gu, W Shen
Journal of Machine Learning Research 21 (13), 1-41, 2020
292020
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
172021
Robust uncertainty quantification and scalable computation for computer models with massive output
M Gu
162016
RobustCalibration: Robust Calibration of Computer Models in R
M Gu
arXiv preprint arXiv:2201.01476, 2022
12*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
12*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
112022
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
112020
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
102022
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
82021
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
7*2023
Gaussian orthogonal latent factor processes for large incomplete matrices of correlated data
M Gu, H Li
Bayesian Analysis 17 (4), 1219-1244, 2022
72022
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
72022
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
7*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
72022
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מאמרים 1–20