This is our attempt at creating an open-source version of the DFT simulations used to create the Harvard Clean energy project dataset. A workshop paper was pubished at the 2020 ICLR workshop on Fundamental Science in the AI Era workshop. Since then, this project was not updated. We are open sourcing it in case it is useful to future researchers.