Computational Molecular Biology 2024, Vol.14, No.4, 134-144 http://bioscipublisher.com/index.php/cmb 136 Additionally, systems-biology-informed deep learning algorithms have been developed to incorporate ODEs into neural networks, enhancing the robustness of parameter inference and prediction of hidden dynamics in GRNs (Yazdani et al., 2019). These approaches underscore the versatility and power of ODEs in capturing the complex behavior of gene regulatory networks.
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