# Transferable Interatomic Potential The TIPs repository was created to facilitate access to the supplemental material and datasets necessary to reproduce my results and contribute to this project. This wiki is organized into several catagories 1. Appendixes and Supplemental material. * Creating the catalog of unique fcc,bcc, and hcp configurations. * Running DFT with VASP for training and validation datasets. * Downloading the database of AFLOW prototypes for each potential. * Using the QHULL library to identify and visualize the convex hull of enthalpies. * Visualizing and Interpreting results with networks. 2. Tutorials and Walk-Throughs to reproduce plots and figures in this work. * CoV Convex Hull * CoNbV Convex Hull * CoTaV Convex Hull * AlCoNbV Convex Hull * AlCoTaV Convex Hull 3. Accessing the datasets with neccesary metadata * catalog datasets * active and full training sets * validation datasets * MTP potential files and parameters 4. Connections to previous and ongoing projects * Understanding MTP: visualizations and toy problems * Descriptors: The history of representing chemical environments * Nested Sampling: connections and toy problems * SHIPs --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://bbekker.gitbook.io/tips/master.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.