Chunyan Li's Website

Publications


Published

  1. Chunyan Li, Lu Wang, Kexun Li, Hongfei Deng, Yu Wang, Li Chang, Pin Zhou, Jun Zeng, Mingwei Sun, Hua Jiang, and Qi Wang. "Machine-learning-enabled Prognostic Models for Sepsis." Intelligence-Based Medicine 10:100167 (2024)

    2. abstract

  2. Hou, Jianguo, 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, no. 5 (2022): 742.

    3. abstract

  3. Li, Chunyan, 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, no. 5 (2022): 3099-3110.

    4. abstract

  4. Wetthasinghe, Shehani T and Li, Chunyan, Lin, Huina and Zhu, Tianyu, Tang, Chuanbing, Rassolov, Vitaly, Wang, Qi and Garashchuk, Sophya. "Correlation between the Stability of Substituted Cobaltocenium and Molecular Descriptors". The Journal of Physical Chemistry A, 2022 Jan 13;126(1):80-87.
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Preprints

  1. Chunyan Li, Yutong Mao, Xiao Liu, and Wenrui Hao. "Data-driven and Graph-based causal model discovery and personalized prediction of Alzheimer's Disease model." (To be submitted)



  2. Chunyan Li, Wenkai Yu, Qi Wang. "Energy Dissipation Rate-Based Adaptive Sampling for Physics-Informed Neural Networks: Resolving Surface-Bulk Dynamics in Allen-Cahn Systems." (submitted 2024)

    3. abstract

  3. Lu Wang, Chunyan Li, Kexun Li, Hongfei Deng, Yu Wang, Li Chang, Pin Zhou, Jun Zeng, Mingwei Sun, Hua Jiang, and Qi Wang. "An Artificial Intelligence-enabled Diagnostic Model for Septic Patients." Submitted 2022