@article{acceleratingcalphadbasedphasediagram, title = {Accelerating CALPHAD-based Phase Diagram Predictions in Complex Alloys Using Universal Machine Learning Potentials: Opportunities and Challenges}, author = {Siya Zhu and Raymundo Arróyave and Doğuhan Sarıtürk}, year = {2024}, eprint = {2411.15351}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2411.15351v1}, }