Pitfalls of simulation-based machine learning in optoelectronic device design

2020-06-26T01:18:06Z (GMT) by Joachim Piprek
Focusing on GaN-based light-emitting diode (LED) design optimization, this paper evaluates simulation-based machine learning approaches from a device physics point of view. Strategies are suggested for achieving more realistic results.