# Lifetime Prediction of 1550 nm DFB Laser using Machine learning Techniques

arXiv: https://arxiv.org/abs/2203.14762 · HTML: https://mlsanity.com/paper/2203.14762/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 0 of its 6 references that are in the map.
- First posted on arXiv 19 Mar 2022.

## Built on by (most cited first, 1 of 1)

- [Degradation Prediction of Semiconductor Lasers using Conditional Variational Autoencoder](https://mlsanity.com/paper/2211.02847/) (2022)

## Abstract (arXiv)

A novel approach based on an artificial neural network (ANN) for lifetime prediction of 1.55 um InGaAsP MQW-DFB laser diodes is presented. It outperforms the conventional lifetime projection using accelerated aging tests.