This dataset contains the output data from training Biologically Informed Neural Networks (BINNs) across various Partial Differential Equations (PDEs), network architectures, and hyperparameter settings.
Paper: 'Reliable mechanistic operator recovery with biologically-informed neural networks: principles for architecture and optimisation design'
Code Repository:
https://github.com/YuanYIN99/ADR_BINNs.git