Comparing numerical modelling, traditional machine learning and theory-guided machine learning in inverse modeling of groundwater dynamics: A first study case application

The data, including processed input data and raw and processed results, algorithms, numerical model, and software used for the numerical modeling of this study are saved here. The paper can be accessed here: https://doi.org/10.1016/j.jhydrol.2022.128600.

Important: The theory-guided machine learning code is inspired by that of Raissi et al., 2019 (https://doi.org/10.1016/j.jcp.2018.10.045).