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A Framework for Parameter Estimation and Uncertainty Quantification in Systems Biology Using Quantile Regression and Physics-Informed Neural Networks

Haoran Hu, Qianru Cheng, Shuli Guo, Huifang Wen, Jing Zhang, Yongqi Song,Kaiqun Wang,Di Huang, Hui Zhang,Chaofeng Zhang,Yanhu Shan

Bulletin of Mathematical Biology(2025)

Cited 0|Views11
Key words
PINNs,Systems biology models,Ordinary differential equation models (ODEs),Parameter estimation,Uncertainty quantification,Noise
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