Chunyan Li's Website

In preparation

  1. Chunyan Li, Xuelong Gu, and Qi Wang. Data-driven Parameter Estimation for Flows in Unsaturated Soil Using the Extended Kalman Filter. In preparation.

  2. Chunyan Li, Parwane P. Pagano, and Wenrui Hao. Non-invasive Arterial Blood Pressure Estimation from ECG signals using Random Projection Neural Networks. In preparation.

  3. Jianguo Hou, Xiang Cao, Chunyan Li, Tomoko Goddard, Jihad Obeid, and Qi Wang. Dynamic Laboratory Trajectories for Mortality Prediction in Non-Small Cell Lung Cancer. In preparation.

Preprints Submitted

  1. Chunyan Li and Qi Wang. Random Projection Neural Network-Based Methods for Phase Field Models. Submitted.

Refereed Journals

  1. Chunyan Li, Yutong Mao, Xiao Liu, and Wenrui Hao. Data-Driven Modeling of Spatiotemporal Dynamics Using Multimodal Imaging Data . Accepted for publication in PLOS Computational Biology. arXiv:2511.08847.

  2. Chunyan Li, Wenkai Yu, and Qi Wang. Energy Dissipation Rate Guided Adaptive Sampling for Physics-Informed Neural Networks: Resolving Surface-Bulk Dynamics in Allen-Cahn Systems . International Journal of Numerical Analysis and Modeling 23(4): 576–604, 2026. doi:10.4208/ijnam2026-1025

  3. Chunyan Li, Lu Wang, Kexun Li, Hongfei Deng, Yu Wang, Li Chang, Ping Zhou, Jun Zeng, Mingwei Sun, Hua Jiang, and Qi Wang. Machine-learning-enabled Prognostic Models for Sepsis . Intelligence-Based Medicine 10:100167, 2024. doi:10.1016/j.ibmed.2024.100167

  4. Jianguo Hou, Jun Deng, Chunyan Li, and Qi Wang. Tracing and Forecasting Metabolic Indices of Cancer Patients Using Patient-Specific Deep Learning Models . Journal of Personalized Medicine 12(5):742, 2022. doi:10.3390/jpm12050742

  5. Chunyan Li, Shehani T. Wetthasinghe, Huina Lin, Tianyu Zhu, Chuanbing Tang, Vitaly Rassolov, Qi Wang, and Sophya Garashchuk. Stability Analysis of Substituted Cobaltocenium [Bis(cyclopentadienyl)cobalt(III)] Employing Chemistry-Informed Neural Networks . Journal of Chemical Theory and Computation 18(5):3099–3110, 2022. doi:10.1021/acs.jctc.1c01201

  6. Shehani T. Wetthasinghe, Chunyan Li, Huina Lin, Tianyu Zhu, Chuanbing Tang, Vitaly Rassolov, Qi Wang, and Sophya Garashchuk. Correlation between the Stability of Substituted Cobaltocenium and Molecular Descriptors . The Journal of Physical Chemistry A 126(1):80–87, 2022. doi:10.1021/acs.jpca.1c10603