Research data supporting "Learning classical density functionals for ionic fluids"

This repository contains the research data supporting the manuscript "Learning classical density functionals for ionic fluids". Authors: Bui, Anna; Cox, Stephen Paper published at: Phys. Rev. Lett Preprint: https://arxiv.org/abs/2410.02556 It contains the training data for Keras models for the neural density functionals of the mimic short-range fluids for the RPM, the size-asymmetric PM and the multivalent 2:1 PM. For detailed information of the dataset and models, please refer to the README.md files in the sub-directories and the Supplemental Material of the manuscript. For script to train the models and do cDFT calculations, see: https://github.com/annatbui/ion-cdft