Guang Lin, Ph.D.

Affiliations: 
2007 Brown University, Providence, RI 
Area:
Mathematics, Aerospace Engineering, Applied Mechanics
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"Guang Lin"

Parents

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George Em Karniadakis grad student 2007 Brown
 (Parallel high-order methods for deterministic and stochastic CFD and MHD problems.)
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Publications

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Kharazmi E, Cai M, Zheng X, et al. (2021) Identifiability and predictability of integer- and fractional-order epidemiological models using physics-informed neural networks. Nature Computational Science. 1: 744-753
Zhang S, Ponce J, Zhang Z, et al. (2021) An integrated framework for building trustworthy data-driven epidemiological models: Application to the COVID-19 outbreak in New York City. Plos Computational Biology. 17: e1009334
Karagiannis G, Hao W, Lin G. (2020) Calibrations and validations of biological models with an application on the renal fibrosis. International Journal For Numerical Methods in Biomedical Engineering. e3329
Zhang J, Vrugt JA, Shi X, et al. (2020) Improving Simulation Efficiency of MCMC for Inverse Modeling of Hydrologic Systems With a Kalman‐Inspired Proposal Distribution Water Resources Research. 56
Chen T, Ren Z, Lin G, et al. (2020) Real-time computational optimal control of an MHD flow system with parameter uncertainty quantification Journal of the Franklin Institute-Engineering and Applied Mathematics. 357: 2830-2850
Huang Z, Lin G, Ardekani AM. (2020) Consistent and conservative scheme for incompressible two-phase flows using the conservative Allen-Cahn model Journal of Computational Physics. 420: 109718
Huang Z, Lin G, Ardekani AM. (2020) Consistent, essentially conservative and balanced-force Phase-Field method to model incompressible two-phase flows Journal of Computational Physics. 406: 109192
Wang Y, Lin G. (2020) Efficient deep learning techniques for multiphase flow simulation in heterogeneous porousc media Journal of Computational Physics. 401: 108968
Huang Y, Xu Q, Ding Y, et al. (2020) Efficient uncertainty quantification in economic re-dispatch under high wind penetration considering interruptible load International Journal of Electrical Power & Energy Systems. 121: 106104
Gu Y, Yang X, Peng M, et al. (2020) Robust weighted SVD-type latent factor models for rating prediction Expert Systems With Applications. 141: 112885
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