Ma, S., Bai, X., Bai, Y., Shao, J., Yuan, S., Gao, J., Chen, J. (2025). From performance to prediction: extracting aging data from the effects of base load aging on washing machines for a machine learning model. Scientific Reports. https://doi.org/10.1038/s41598-025-22047-6