piprek20techrxiv5.pdf (515.91 kB)
Download filePitfalls of simulation-based machine learning in optoelectronic device design
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.
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Email Address of Submitting Author
piprek@ieee.orgORCID of Submitting Author
0000-0002-4002-1629Submitting Author's Institution
NUSOD InstituteSubmitting Author's Country
- United States of America