The source code for the book chapter M. Daneker, Z. Zhang, G. E. Karniadakis, & L. Lu. Systems biology: Identifiability analysis and parameter identification via systems-biology-informed neural networks. Computational Modeling of Signaling Networks, Springer, 87--105, 2023.
If you use this code for academic research, you are encouraged to cite the following paper:
@Inbook{Daneker2023,
title = {Systems Biology: Identifiability Analysis and Parameter Identification via Systems-Biology-Informed Neural Networks},
author = {Daneker, Mitchell and Zhang, Zhen and Karniadakis, George Em and Lu, Lu},
editor = {Nguyen, Lan K.},
bookTitle = {Computational Modeling of Signaling Networks},
year = {2023},
publisher = {Springer US},
pages = {87--105},
doi = {10.1007/978-1-0716-3008-2_4}
}
To get help on how to use the data or code, simply open an issue in the GitHub "Issues" section.