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List of works by Guang Lin

An integrated framework for building trustworthy data-driven epidemiological models: Application to the COVID-19 outbreak in New York City

scientific article published on 08 September 2021

Assessing the effects of modeling the spectrum of clinical symptoms on the dynamics and control of Ebola

scientific article published on 06 February 2019

Calibrations and validations of biological models with an application on the renal fibrosis

scientific article published on 26 February 2020

Compressive Sensing Based Stochastic Economic Dispatch With High Penetration Renewables

scientific article published in 2019

DAE-PINN: a physics-informed neural network model for simulating differential algebraic equations with application to power networks

scientific article published in 2022

Enhancing sparsity of Hermite polynomial expansions by iterative rotations ⬇️

Fed-DeepONet: Stochastic Gradient-Based Federated Training of Deep Operator Networks

scientific article published in 2022

HomPINNs: Homotopy physics-informed neural networks for learning multiple solutions of nonlinear elliptic differential equations

scientific article published in 2022

Learning-PDE-Based Approximate Optimal Control for an MHD System With Uncertainty Quantification

scientific article published in 2022

Robust data-driven discovery of governing physical laws with error bars

scientific article published on 19 September 2018

RotEqNet: Rotation-equivariant network for fluid systems with symmetric high-order tensors

scientific article published in 2022

SubTSBR to tackle high noise and outliers for data-driven discovery of differential equations

scientific article published in 2021

The data-driven solution of energy imbalance-induced structural error in evapotranspiration models

scientific article published in 2021

Turbulence generation from a stochastic wavelet model

scientific article published on 19 September 2018

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