论文标题
半导体激光器终生预测的联合学习方法
Federated Learning Approach for Lifetime Prediction of Semiconductor Lasers
论文作者
论文摘要
提出了一个新的保护隐私的联合学习框架，允许激光制造商协作建立强大的基于ML的激光寿命预测模型。它达到了0.1年的平均绝对误差，并且绩效的显着提高
A new privacy-preserving federated learning framework allowing laser manufacturers to collaboratively build a robust ML-based laser lifetime prediction model, is proposed. It achieves a mean absolute error of 0.1 years and a significant performance improvement
