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

Corresponding Author:[email protected]

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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.