Mengyang Gu

发表

Jointly Robust Prior for Gaussian Stochastic Process in Emulation, Calibration and Variable Selection

Mengyang Gu, 2018, Bayesian Analysis.

Magma reservoir failure and the onset of caldera collapse at Kīlauea Volcano in 2018

P. Segall, M. Patrick, I. Johanson, 2019, Science.

Nonseparable Gaussian Stochastic Process: A Unified View and Computational Strategy

Yanxun Xu, Mengyang Gu, 2017 .

Calibration of imperfect mathematical models by multiple sources of data with measurement bias

Mengyang Gu, K. Anderson, Erika McPhillips, 2018 .

A Theoretical Framework of the Scaled Gaussian Stochastic Process in Prediction and Calibration

Fangzheng Xie, Mengyang Gu, Long Wang, 2018, SIAM/ASA J. Uncertain. Quantification.

Efficient force field and energy emulation through partition of permutationally equivalent atoms.

Hao Li, Jianzhong Wu, Mengyang Gu, 2021, The Journal of chemical physics.

Scalable marginalization of latent variables for correlated data

Mengyang Gu, Sui Tang, Xubo Liu, 2022, 2203.08389.

Scalable Marginalization of Correlated Latent Variables with Applications to Learning Particle Interaction Kernels

Mengyang Gu, Sui Tang, Xubo Liu, 2022, The New England Journal of Statistics in Data Science.

Molecular-scale substrate anisotropy, crowding and division drive collective behaviours in cell monolayers

M. Marchetti, M. Valentine, Mengyang Gu, 2022, Journal of the Royal Society Interface.

Magnolol limits NFκB-dependent inflammation by targeting PPARγ relieving retinal ischemia/reperfusion injury.

Li Xu, Mengyang Gu, Hao Sun, 2022, International immunopharmacology.

The importance of contextualization of crowdsourced active speed test measurements

Arpit Gupta, E. Belding-Royer, Mengyang Gu, 2022, IMC.

Gaussian Orthogonal Latent Factor Processes for Large Incomplete Matrices of Correlated Data

Hanmo Li, Mengyang Gu, 2020, Bayesian Analysis.

Emulating the First Principles of Matter: A Probabilistic Roadmap pdf

Mengyang Gu, Jianzhong Wu, Jianzhong Wu, 2020, ArXiv.

Generalized probabilistic principal component analysis of correlated data

Weining Shen, Mengyang Gu, Weining Shen, 2018, J. Mach. Learn. Res..

Fast Nonseparable Gaussian Stochastic Process With Application to Methylation Level Interpolation

Yanxun Xu, Mengyang Gu, 2017, Journal of Computational and Graphical Statistics.

Parallel partial Gaussian process emulation for computer models with massive output

James O. Berger, Mengyang Gu, J. Berger, 2016 .

Robust Uncertainty Quantification and Scalable Computation for Computer Models with Massive Output

Mengyang Gu Gu, Mengyang Gu, 2016 .

Robust estimation of SARS-CoV-2 epidemic in US counties

Hanmo Li, Mengyang Gu, 2021, Scientific Reports.

Robust estimation of SARS-CoV-2 epidemic in US counties.

Hanmo Li, Mengyang Gu, 2020, ArXiv.

Robust Gaussian stochastic process emulation

James O. Berger, Mengyang Gu, Xiaojing Wang, 2017, The Annals of Statistics.

RobustGaSP: Robust Gaussian Stochastic Process Emulation in R

James O. Berger, Mengyang Gu, Jes'us Palomo, 2018, R J..

GaSPing for Utility

Mengyang Gu, Debarun Bhattacharjya, Dharmashankar Subramanian, 2020, AAAI.

Nonparametric estimation of utility functions.

D. Subramanian, D. Bhattacharjya, Mengyang Gu, 2018, 1807.10840.

Non-Gaussian and anisotropic fluctuations mediate the progression of global cellular order: a data-driven study

Mengyang Gu, Yimin Luo, X. Fang, 2023, 2303.03568.

Calibration of imperfect geophysical models by multiple satellite interferograms with measurement bias

Mengyang Gu, K. Anderson, Erika McPhillips, 2018, Technometrics.

A new approach for bicriteria partitioning problem

Yujie Yan, Binzhou Xia, Zhiyi Tan, 2015, Optim. Lett..

Aryl hydrocarbon receptor dependent anti-inflammation and neuroprotective effects of tryptophan metabolites on retinal ischemia/reperfusion injury

Mengyang Gu, Hao Sun, Yijie Yang, 2023, Cell Death & Disease.

Predicting SARS-CoV-2 infection among hemodialysis patients using multimodal data

Yuedong Wang, P. Kotanko, Hanmo Li, 2023, Frontiers in Nephrology.

Molecular-scale substrate anisotropy, crowding and division drive collective behaviours in cell monolayers

J. Read de Alaniz, M. Valentine, Mengyang Gu, 2023, Journal of the Royal Society Interface.

Probabilistic forecast of nonlinear dynamical systems with uncertainty quantification

Mengyang Gu, Yizi Lin, Victor Chang Lee, 2023, 2305.08942.

High-throughput microscopy to determine morphology, microrheology, and phase boundaries applied to phase separating coacervates.

M. Valentine, Mengyang Gu, M. Helgeson, 2022, Soft matter.

Uncertainty quantification and estimation in differential dynamic microscopy.

M. Valentine, Mengyang Gu, Yimin Luo, 2021, Physical review. E.

Reliable emulation of complex functionals by active learning with error control.

Mengyang Gu, X. Fang, Jianzhong Wu, 2022, The Journal of chemical physics.

RobustCalibration: Robust Calibration of Computer Models in R

Mengyang Gu, 2022, 2201.01476.

Scaled Gaussian Stochastic Process for Computer Model Calibration and Prediction

Long Wang, Mengyang Gu, Mengyang Gu, 2017, SIAM/ASA J. Uncertain. Quantification.

Scalable marginalization of latent variables for correlated data

Mengyang Gu, Sui Tang, Xubo Liu, 2022 .

Probabilistic forecast of nonlinear dynamical systems with uncertainty quantification

Mengyang Gu, Yizi Lin, Victor Chang Lee, 2023, Physica D: Nonlinear Phenomena.

Probabilistic forecast of nonlinear dynamical systems with uncertainty quantification

Mengyang Gu, Yizi Lin, Victor Chang Lee, 2023, Physica D: Nonlinear Phenomena.

Uncertainty quantification and estimation in differential dynamic microscopy.

M. Valentine, Mengyang Gu, Yimin Luo, 2021, Physical review. E.

Data-Driven Model Construction for Anisotropic Dynamics of Active Matter

Mengyang Gu, Yimin Luo, X. Fang, 2023, PRX Life.