Hu, Y., Sheng, Y., Huang, J., Xu, X., Yang, Y., Zhang, M., Wu, Y., Ye, C., Yang, J., Zhang, W. (2025). Global universal scaling and ultrasmall parameterization in machine-learning interatomic potentials with superlinearity. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.2503439122