Xiaoning Zheng

According to our database, Xiaoning Zheng authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

Coagulo-Net: Enhancing the mathematical modeling of blood coagulation using physics-informed neural networks.

Ying Qian, Ge Zhu, Zhen Zhang, Susree Modepalli, Yihao Zheng, Xiaoning Zheng, Galit Frydman, He Li

Neural Networks, 2024

A Priori Error Estimation of Physics-Informed Neural Networks Solving Allen-Cahn and Cahn-Hilliard Equations.

Guangtao Zhang, Jiani Lin, Qijia Zhai, Huiyu Yang, Xujun Chen, Xiaoning Zheng, Ieng Tak Leong

CoRR, 2024

2023

TGM-Nets: A deep learning framework for enhanced forecasting of tumor growth by integrating imaging and modeling.

Qijing Chen, Qi Ye, Weiqi Zhang, He Li, Xiaoning Zheng

Eng. Appl. Artif. Intell., November, 2023

2021

Identifiability and predictability of integer- and fractional-order epidemiological models using physics-informed neural networks.

Ehsan Kharazmi, Min Cai, Xiaoning Zheng, Zhen Zhang, Guang Lin, George Em Karniadakis

Nat. Comput. Sci., 2021

A phase-field method for boiling heat transfer.

Zhicheng Wang, Xiaoning Zheng, Chryssostomos Chryssostomidis, George Em Karniadakis

J. Comput. Phys., 2021

An open-source parallel code for computing the spectral fractional Laplacian on 3D complex geometry domains.

Max Carlson, Xiaoning Zheng, Hari Sundar, George Em Karniadakis, Robert M. Kirby

Comput. Phys. Commun., 2021

2020

A three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels.

Xiaoning Zheng, Alireza Yazdani, He Li, Jay D. Humphrey, George E. Karniadakis

PLoS Comput. Biol., 2020

What is the fractional Laplacian? A comparative review with new results.

Anna Lischke, Guofei Pang, Mamikon A. Gulian, Fangying Song, Christian Glusa, Xiaoning Zheng, Zhiping Mao, Wei Cai, Mark M. Meerschaert, Mark Ainsworth, George Em Karniadakis

J. Comput. Phys., 2020