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2020 – today
- 2024
[j7]Ying Qian, Ge Zhu, Zhen Zhang
, Susree Modepalli, Yihao Zheng, Xiaoning Zheng, Galit Frydman, He Li:
Coagulo-Net: Enhancing the mathematical modeling of blood coagulation using physics-informed neural networks. Neural Networks 180: 106732 (2024)- [i1]Guangtao Zhang, Jiani Lin, Qijia Zhai, Huiyu Yang, Xujun Chen, Xiaoning Zheng, Ieng Tak Leong:
A Priori Error Estimation of Physics-Informed Neural Networks Solving Allen-Cahn and Cahn-Hilliard Equations. CoRR abs/2402.02667 (2024) - 2023
- [j6]Qijing Chen, Qi Ye, Weiqi Zhang, He Li, Xiaoning Zheng:
TGM-Nets: A deep learning framework for enhanced forecasting of tumor growth by integrating imaging and modeling. Eng. Appl. Artif. Intell. 126: 106867 (2023) - 2021
- [j5]Max Carlson, Xiaoning Zheng, Hari Sundar, George Em Karniadakis, Robert M. Kirby:
An open-source parallel code for computing the spectral fractional Laplacian on 3D complex geometry domains. Comput. Phys. Commun. 261: 107695 (2021) - [j4]Zhicheng Wang, Xiaoning Zheng, Chryssostomos Chryssostomidis, George Em Karniadakis:
A phase-field method for boiling heat transfer. J. Comput. Phys. 435: 110239 (2021) - [j3]Ehsan Kharazmi, Min Cai, Xiaoning Zheng, Zhen Zhang, Guang Lin, George Em Karniadakis:
Identifiability and predictability of integer- and fractional-order epidemiological models using physics-informed neural networks. Nat. Comput. Sci. 1(11): 744-753 (2021) - 2020
- [j2]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:
What is the fractional Laplacian? A comparative review with new results. J. Comput. Phys. 404 (2020) - [j1]Xiaoning Zheng, Alireza Yazdani, He Li, Jay D. Humphrey, George E. Karniadakis:
A three-dimensional phase-field model for multiscale modeling of thrombus biomechanics in blood vessels. PLoS Comput. Biol. 16(4) (2020)
Coauthor Index
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