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Junction temperature and luminous flux prediction for white LED array based on electrical-photo-thermal modeling
In-Situ early anomaly detection and remaining useful lifetime prediction for high-power white LEDs with distance and entropy-based long short-term memory recurrent neural networks
A Thin and Low-Inductance 1200 V SiC MOSFET Fan-Out Panel-Level Packaging With Thermal Cycling Reliability Evaluation
Thermal-mechanical-electrical Co-design of Fan-Out Panel-Level SiC MOSFET Packaging with a Multi-objective Optimization Algorithm
Machine learning assisted early anomaly detection of LEDs with spectral power distribution modeling
Prognostics of radiation power degradation lifetime for ultraviolet light-emitting diodes using stochastic data-driven models
System level reliability assessment for high power light-emitting diode lamp based on a Bayesian network method
Random voids generation and effect of thermal shock load on mechanical reliability of light-emitting diode flip chip solder joints
Machine Learning and Digital Twin Driven Diagnostics and Prognostics of Light-Emitting Diodes
Lumen Degradation Lifetime Prediction for High-Power White LEDs Based on the Gamma Process Model
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