Knowledge graph powered foundational models for research.
This repository contains the code developed for Patra-RGCN, which is described in the following paper.
Priya, K., S. Withana, and B. Plale, 2025. Patra-RGCN: Missing Link Prediction in Model Card Graphs through Node Property Encodings, Proc 2025 IEEE 21st Int’l Conf on eScience (eScience), Chicago, IL Sep 2025
See also the dataset at
Withana, S., Plale, B., & Priya, K. (2025). Patra-RGCN Dataset [Data set]. Zenodo. https://doi.org/10.5281/zenodo.16625522
This work is funded under U.S. National Science Foundation, AI Institute for Intelligent CyberInfrastructure with Computational Learning in the Environment (ICICLE) award #2112606 and Collaborative Research: Frameworks: Cybershuttle: An end-to-end Cyberinfrastructure Continuum to accelerate Discovery in Science and Engineering award # 2209872