@article{article, author = {Youjia Li and Daniel Wines and Kamal Choudhary and Vishu Gupta and MUHAMMED NUR TALHA KILIC and Sayak Chakrabarty and Wei-keng Liao and Alok Choudhary and Ankit Agrawal}, title = {Determinism analysis in Hybrid-LLM-GNN modeling for materials property prediction}, year = {2026}, month = {2026-05-26 04:05:00}, publisher = {Machine Learning Science and Technology - duplicative}, url = {https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=960544}, doi = {https://doi.org/10.1088/2632-2153/ae696b}, language = {en}, }