Guang Lin

Purdue University

United States

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Articles (10)

Year:

2023

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2023

Year:

2023

Year:

2023

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2023

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2023

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2023

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2022

Year:

2022

Year:

2022

Collaborators (3)

Zherui HAN

Purdue University

UNITED STATES

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Xiulin Ruan

Professor

Purdue University

UNITED STATES

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Daniel Reker

Assistant Professor

Duke University

UNITED STATES

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Guang Lin

Research Interests

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Articles (10)

Interpretable Molecular Property Predictions Using Marginalized Graph Kernels

Learning the dynamical response of nonlinear non-autonomous dynamical systems with deep operator neural networks

Fast and accurate machine learning prediction of phonon scattering rates and lattice thermal conductivity

NSGA-PINN: A Multi-Objective Optimization Method for Physics-Informed Neural Network Training

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

B-DeepONet: An enhanced Bayesian DeepONet for solving noisy parametric PDEs using accelerated replica exchange SGLD

DeepGraphONet: A Deep Graph Operator Network to Learn and Zero-Shot Transfer the Dynamic Response of Networked Systems

Theoretical and numerical studies of inverse source problem for the linear parabolic equation with sparse boundary measurements

Implementing contact angle boundary conditions for second-order Phase-Field models of wall-bounded multiphase flows

NH-PINN: Neural homogenization-based physics-informed neural network for multiscale problems

Collaborators (3)

Zherui HAN

Xiulin Ruan

Daniel Reker

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