About Rongyu Lin Rongyu Lin Ph.D., Electrical and Computer Engineering 2D materials characterization device fabrication optoelectronics Rongyu Lin is a Ph.D. student at the Advanced Semiconductors Laboratory under the supervision of Prof. Xiaohang Li at King Abdullah University of Science and Technology (KAUST). He received his Bachelor of Science in Physics from the Southern University of Science and Technology. Research Interest Rongyu's research interests include 2D materials characterization, device fabrication, and Optoelectronics. Events Presented Events Oct 30 - Nov 5, 2022 Wide Bandgap Semiconductor Device Design via Machine Learning Rongyu Lin, Ph.D., Electrical and Computer Engineering Nov 2, 15:30 - 17:30 B2 L5 R5220 machine learning light gradient boosting machine extreme gradient boosting This dissertation presents novel approaches to the design of electrical and optical wide bandgap semiconductor devices, which opens new avenues for future research. It is possible that it might be used in a broad variety of sectors, including illumination, sensing, disinfection, and power devices by using TCAD and machine learning to deliver quick forecasts of the III-nitride semiconductor device.
Wide Bandgap Semiconductor Device Design via Machine Learning Rongyu Lin, Ph.D., Electrical and Computer Engineering Nov 2, 15:30 - 17:30 B2 L5 R5220 machine learning light gradient boosting machine extreme gradient boosting This dissertation presents novel approaches to the design of electrical and optical wide bandgap semiconductor devices, which opens new avenues for future research. It is possible that it might be used in a broad variety of sectors, including illumination, sensing, disinfection, and power devices by using TCAD and machine learning to deliver quick forecasts of the III-nitride semiconductor device.
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