Mingtao Xia

According to our database, Mingtao Xia authored at least 14 papers between 2020 and 2025.

Collaborative distances:

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

2025

Adaptive hyperbolic-cross-space mapped Jacobi method on unbounded domains with applications to solving multidimensional spatiotemporal integrodifferential equations.

Yunhong Deng, Sihong Shao, Alex Mogilner, Mingtao Xia

J. Comput. Phys., 2025

2024

Learning unbounded-domain spatiotemporal differential equations using adaptive spectral methods.

Mingtao Xia, Xiangting Li, Qijing Shen, Tom Chou

J. Appl. Math. Comput., October, 2024

A local squared Wasserstein-2 method for efficient reconstruction of models with uncertainty.

Mingtao Xia, Qijing Shen

CoRR, 2024

An efficient Wasserstein-distance approach for reconstructing jump-diffusion processes using parameterized neural networks.

Mingtao Xia, Xiangting Li, Qijing Shen, Tom Chou

CoRR, 2024

Squared Wasserstein-2 Distance for Efficient Reconstruction of Stochastic Differential Equations.

Mingtao Xia, Xiangting Li, Qijing Shen, Tom Chou

CoRR, 2024

2023

Mathematical Modeling and Computational Methods for Structured Populations

Mingtao Xia

PhD thesis, 2023

A Spectral Approach for Learning Spatiotemporal Neural Differential Equations.

Mingtao Xia, Xiangting Li, Qijing Shen, Tom Chou

CoRR, 2023

2022

Controlling Epidemics Through Optimal Allocation of Test Kits and Vaccine Doses Across Networks.

Mingtao Xia, Lucas Böttcher, Tom Chou

IEEE Trans. Netw. Sci. Eng., 2022

Adaptive Hermite Spectral Methods in Unbounded Domains.

Tom Chou, Sihong Shao, Mingtao Xia

CoRR, 2022

Spectrally Adapted Physics-Informed Neural Networks for Solving Unbounded Domain Problems.

Mingtao Xia, Lucas Böttcher, Tom Chou

CoRR, 2022

2021

Efficient Scaling and Moving Techniques for Spectral Methods in Unbounded Domains.

Mingtao Xia, Sihong Shao, Tom Chou

SIAM J. Sci. Comput., 2021

A frequency-dependent <i>p</i>-adaptive technique for spectral methods.

Mingtao Xia, Sihong Shao, Tom Chou

J. Comput. Phys., 2021

2020

PDE Models of Adder Mechanisms in Cellular Proliferation.

Mingtao Xia, Chris D. Greenman, Tom Chou

SIAM J. Appl. Math., 2020

A frequency-dependent p-adaptive technique for spectral methods.

Mingtao Xia, Sihong Shao, Tom Chou

CoRR, 2020