Xiaoning Zheng

Non-invasive inference of thrombus material properties with physics-informed neural networks

Minglang Yin, Xiaoning Zheng, Jay D. Humphrey et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 166 citations · Full text

Engineering, Machine Learning, Physics +4

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

Ehsan Kharazmi, Min Cai, Xiaoning Zheng et al. · Nature Computational Science · 2021 · 122 citations · Full text

Engineering, Machine Learning, Physic Aware Machine Learning +11

Artificial intelligence velocimetry reveals in vivo flow rates, pressure gradients, and shear stresses in murine perivascular flows

Kimberly A. Stevens, Shengze Cai, Antonio Ladrón-de-Guevara et al. · Proceedings of the National Academy of Sciences · 2023 · 77 citations · Full text

What Is the Fractional Laplacian?

Anna Lischke, Guofei Pang, Mamikon Gulian et al. · arXiv (Cornell University) · 2018 · 66 citations · Full text

Numerical Analysis, Fractional Laplacian, Boundary Conditions +8

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

Xiaoning Zheng, Alireza Yazdani, He Li et al. · PLoS Computational Biology · 2020 · 64 citations · Full text

Thrombus Microstructure, Engineering, Multiscale Mechanics +23