Guofei Pang

Orcid: 0000-0003-4220-4290

According to our database1, Guofei Pang authored at least 15 papers between 2013 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
On numerical methods to second-order singular initial value problems with additive white noise.
J. Comput. Appl. Math., 2022

2021
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators.
Nat. Mach. Intell., 2021

2020
nPINNs: Nonlocal physics-informed neural networks for a parametrized nonlocal universal Laplacian operator. Algorithms and applications.
J. Comput. Phys., 2020

What is the fractional Laplacian? A comparative review with new results.
J. Comput. Phys., 2020

Solving fractional Laplacian visco-acoustic wave equations on complex-geometry domains using Grünwald-formula based radial basis collocation method.
Comput. Math. Appl., 2020

Nonlocal Physics-Informed Neural Networks - A Unified Theoretical and Computational Framework for Nonlocal Models.
Proceedings of the AAAI 2020 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 23rd - to, 2020

2019
fPINNs: Fractional Physics-Informed Neural Networks.
SIAM J. Sci. Comput., 2019

Neural-net-induced Gaussian process regression for function approximation and PDE solution.
J. Comput. Phys., 2019

2018
Radial basis function collocation method for decoupled fractional Laplacian wave equations.
CoRR, 2018

2017
A fast semi-discrete Kansa method to solve the two-dimensional spatiotemporal fractional diffusion equation.
J. Comput. Phys., 2017

Discovering variable fractional orders of advection-dispersion equations from field data using multi-fidelity Bayesian optimization.
J. Comput. Phys., 2017

2016
A new definition of fractional Laplacian with application to modeling three-dimensional nonlocal heat conduction.
J. Comput. Phys., 2016

Singular boundary method for acoustic eigenanalysis.
Comput. Math. Appl., 2016

2015
Space-fractional advection-dispersion equations by the Kansa method.
J. Comput. Phys., 2015

2013
Gauss-Jacobi-type quadrature rules for fractional directional integrals.
Comput. Math. Appl., 2013


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