Guang Lin, Ph.D.

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


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George E. Karniadakis grad student 2007 Brown
 (Parallel high-order methods for deterministic and stochastic CFD and MHD problems.)
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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
Damen FW, Newton DT, Lin G, et al. (2021) Machine Learning Driven Contouring of High-Frequency Four-Dimensional Cardiac Ultrasound Data. Applied Sciences (Basel, Switzerland). 11
Xiang Y, Tang YH, Liu H, et al. (2021) Predicting Single-Substance Phase Diagrams: A Kernel Approach on Graph Representations of Molecules. The Journal of Physical Chemistry. A
Li FX, Zhang QZ, Li SJ, et al. (2021) Semisynthesis of CRV431. Organic Letters
Huang H, Zhang J, Zhu L, et al. (2021) EEG-Based Sleep Staging Analysis with Functional Connectivity. Sensors (Basel, Switzerland). 21
Lin G, Kim PJ, Baek SH, et al. (2021) Early Prediction of the Need for Orthognathic Surgery in Patients With Repaired Unilateral Cleft Lip and Palate Using Machine Learning and Longitudinal Lateral Cephalometric Analysis Data. The Journal of Craniofacial Surgery. 32: 616-620
Deng W, Feng Q, Gao L, et al. (2020) Non-convex Learning via Replica Exchange Stochastic Gradient MCMC. Proceedings of Machine Learning Research. 119: 2474-2483
Deng W, Lin G, Liang F. (2020) A Contour Stochastic Gradient Langevin Dynamics Algorithm for Simulations of Multi-modal Distributions. Advances in Neural Information Processing Systems. 34: 15725-15736
Shen F, Dai G, Lin G, et al. (2020) EEG-based emotion recognition using 4D convolutional recurrent neural network. Cognitive Neurodynamics. 14: 815-828
Liu Y, Lin G, Yin C, et al. (2020) B-box transcription factor 28 regulates flowering by interacting with constans. Scientific Reports. 10: 17789
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