Karpatne, A., Jia, X. and Kumar, V. (2026) “Knowledge-Guided Machine Learning: A Paradigm Shift in AI for Science”, Proceedings of the AAAI Conference on Artificial Intelligence, 40(46), pp. 39715–39717. doi: 10.1609/aaai.v40i46.41325.