Xiaoning Zheng

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Physics-informed neural networks enable patient-specific tumor microenvironment modeling: Identifying parameters in combined immune therapy with integer- and fractional-order dynamics.
Eng. Appl. Artif. Intell.
Shiqi Sheng, Xiaoning Zheng
2025 J jnl
A deep neural network for operator learning enhanced by attention and gating mechanisms for long-time forecasting of tumor growth.
Eng. Comput.
Qijing Chen, He Li, Xiaoning Zheng
2025 — conf
Reliability Assessment Method for the Underwater Motion Process of a Rigid Body.
ISSSR
Han Li, Jingjing Cui, Xiaoning Zheng, Meilin Wen
2024 J jnl
A Priori Error Estimation of Physics-Informed Neural Networks Solving Allen-Cahn and Cahn-Hilliard Equations.
CoRR
Guangtao Zhang, Jiani Lin, Qijia Zhai, Huiyu Yang, Xujun Chen, Xiaoning Zheng, Ieng Tak Leong
2024 J jnl
Coagulo-Net: Enhancing the mathematical modeling of blood coagulation using physics-informed neural networks.
Neural Networks
Ying Qian, Ge Zhu, Zhen Zhang, Susree Modepalli, Yihao Zheng, Xiaoning Zheng, Galit H. Frydman, He Li
2023 J jnl
TGM-Nets: A deep learning framework for enhanced forecasting of tumor growth by integrating imaging and modeling.
Eng. Appl. Artif. Intell.
Qijing Chen, Qi Ye, Weiqi Zhang, He Li, Xiaoning Zheng
2021 J jnl
A phase-field method for boiling heat transfer.
J. Comput. Phys.
Zhicheng Wang, Xiaoning Zheng, Chryssostomos Chryssostomidis, George Em Karniadakis
2021 J jnl
An open-source parallel code for computing the spectral fractional Laplacian on 3D complex geometry domains.
Comput. Phys. Commun.
Max Carlson, Xiaoning Zheng, Hari Sundar, George Em Karniadakis, Robert M. Kirby
2021 J jnl
Identifiability and predictability of integer- and fractional-order epidemiological models using physics-informed neural networks.
Nat. Comput. Sci.
Ehsan Kharazmi, Min Cai, Xiaoning Zheng, Zhen Zhang, Guang Lin, George Em Karniadakis
2020 J jnl
A three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels.
PLoS Comput. Biol.
Xiaoning Zheng, Alireza Yazdani, He Li, Jay D. Humphrey, George E. Karniadakis
2020 J jnl
What is the fractional Laplacian? A comparative review with new results.
J. Comput. Phys.
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