Session 31: Special Session 2-2 "Machine Learning and Simulation for Laser Processing"

[R3-S31-2] Prediction of laser-irradiation parameters in high-power laser surface processing using deep convolutional neural network
[Student presentation]

*Konika Rani¹, Norimasa Ozaki², Yoichiro Hironaka³, Kazumune Hashimoto⁴, Kanji Mukai⁵, Yoshihiro Miyake⁶, Ryosuke Kodama⁷, Hirotaka Nakamura⁸, Shigemasa Takai⁹, Hideo Nagatomo¹⁰ (1. Graduate School of Engineering, Osaka University, Suita, Osaka 565-0871 (Japan), 2. Graduate School of Engineering, Osaka University, Suita, Osaka 565-0871 (Japan), 3. Institute of Laser Engineering, Osaka University, Suita, Osaka 565-0871 (Japan), 4. Graduate School of Engineering, Osaka University, Suita, Osaka 565-0871 (Japan), 5. Graduate School of Engineering, Osaka University, Suita, Osaka 565-0871 (Japan), 6. Graduate School of Engineering, Osaka University, Suita, Osaka 565-0871 (Japan), 7. Graduate School of Engineering, Osaka University, Suita, Osaka 565-0871 (Japan), 8. Graduate School of Engineering, Osaka University, Suita, Osaka 565-0871 (Japan), 9. Graduate School of Engineering, Osaka University, Suita, Osaka 565-0871 (Japan), 10. Institute of Laser Engineering, Osaka University, Suita, Osaka 565-0871 (Japan))

Keywords:Laser surface processing, CNN, VGG

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