loading page

Pitfalls of simulation-based machine learning in optoelectronic device design
  • Joachim Piprek
Joachim Piprek
NUSOD Institute

Corresponding Author:[email protected]

Author Profile

Abstract

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.