# Improved prediction for failure time of multilayer ceramic capacitors (MLCCs): A physics-based machine learning approach

> Research article (APL Machine Learning, 2023) · cited 11× · AI/ML

**Wikidata**: [openalex:W4385276542](https://www.wikidata.org/wiki/openalex:W4385276542)  
**Source**: https://4ort.xyz/entity/improved-prediction-for-failure-time-of-multilayer-ceramic-capacitors-mlccs-a-physics-based-machine-learning-approach