Shixiao W. Jiang

According to our database, Shixiao W. Jiang authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Generalized finite difference method on unknown manifolds.

Shixiao Willing Jiang, Rongji Li, Qile Yan, John Harlim

J. Comput. Phys., 2024

Generalized Moving Least-Squares for Solving Vector-valued PDEs on Unknown Manifolds.

Rongji Li, Qile Yan, Shixiao W. Jiang

CoRR, 2024

2023

Kernel-Based Methods for Solving Time-Dependent Advection-Diffusion Equations on Manifolds.

Qile Yan, Shixiao W. Jiang, John Harlim

J. Sci. Comput., 2023

Radial Basis Approximation of Tensor Fields on Manifolds: From Operator Estimation to Manifold Learning.

John Harlim, Shixiao Willing Jiang, John Wilson Peoples

J. Mach. Learn. Res., 2023

Spectral methods for solving elliptic PDEs on unknown manifolds.

Qile Yan, Shixiao Willing Jiang, John Harlim

J. Comput. Phys., 2023

2021

Machine learning for prediction with missing dynamics.

John Harlim, Shixiao W. Jiang, Senwei Liang, Haizhao Yang

J. Comput. Phys., 2021

Graph-based Prior and Forward Models for Inverse Problems on Manifolds with Boundaries.

John Harlim, Shixiao W. Jiang, Hwanwoo Kim, Daniel Sanz-Alonso

CoRR, 2021

Solving PDEs on Unknown Manifolds with Machine Learning.

Senwei Liang, Shixiao W. Jiang, John Harlim, Haizhao Yang

CoRR, 2021

2020

Ghost Point Diffusion Maps for solving elliptic PDE's on Manifolds with Classical Boundary Conditions.

Shixiao W. Jiang, John Harlim

CoRR, 2020

2019

Parameter Estimation with Data-Driven Nonparametric Likelihood Functions.

Shixiao W. Jiang, John Harlim

Entropy, 2019