Rapid modelling of reactive transport in porous media using machine learning: limitations and solutions
This repository is the official implementation of:
Rapid modelling of reactive transport in porous media using machine learning: limitations and solutions (In preparation)
- datasets: Train and test datasets.
- machine_learning_models: Grid search for different machine learning models.
- rollout: Results from the rollout.
To install requirements:
$ conda env create -f environment.yml
$ conda activate py3ml2
$ python -m ipykernel install --user --name=python3 (opitional)