Research data supporting "Dielectrocapillarity for exquisite control of fluids"

This directory contains the research data supporting the manuscript: "Dielectrocapillarity for exquisite control of fluids" Authors: Bui, Anna; Cox, Stephen Paper published at: Nature Communications Preprint: https://arxiv.org/abs/2503.09855 It contains source data for the figures in the manuscript, example simulation inputs and the training data for the neural density functionals. For detailed information of the dataset and models, please refer to the README.md files in the sub-directories and the manuscript. For script to train the models and do hyper-DFT calculations, see: https://github.com/annatbui/dielectrocapillarity-cdft本数据集目录包含支撑下述研究论文的科研数据：《用于流体精准调控的介电毛细现象（Dielectrocapillarity）》。作者：Bui, Anna、Cox, Stephen。论文发表于《自然·通讯（Nature Communications）》。预印本链接：https://arxiv.org/abs/2503.09855。 本数据集包含论文中所有图表的源数据、仿真示例输入文件，以及神经密度泛函（neural density functionals）的训练数据。 如需了解本数据集与对应模型的详细信息，请查阅各子目录下的README.md文件及本研究论文。 如需获取模型训练与超密度泛函（hyper-DFT）计算的相关脚本，请访问：https://github.com/annatbui/dielectrocapillarity-cdft