Shaojin Ma, Xue Bai, Yan Bai, Jiajia Shao, Shuai Yuan, Junyu Gao, Jian Chen. "From performance to prediction: extracting aging data from the effects of base load aging on washing machines for a machine learning model." Scientific Reports, 2025. doi:10.1038/s41598-025-22047-6