Session 27: Special Session 2-1 "Machine Learning and Simulation for Laser Processing"

Thu. Jun 15, 2023 2:10 PM - 4:05 PM Room 3 (1F Meeting Room ＃1)

Session Chairs:Kenichi Ishikawa(The University of Tokyo, Japan), Tomohito Otobe(National Institutes for Quantum and Radiological Science and Technology, Japan)

2:10 PM - 2:15 PM

[R3-S27-1] Short description of Special Session 2 "Machine Learning and Simulation for Laser Processing"

*Kenichi Ishikawa¹, Tomohito Otobe^1,2, Thibault J.-Y. Derrien³ (1. The University of Tokyo (Japan), 2. National Institutes for Quantum and Radiological Science and Technology (Japan), 3. HiLASE Centre, Czech Republic (Czech Republic))

2:15 PM - 2:45 PM

[R3-S27-2-INVITED] Simulating femtosecond laser ablation process using deep neural network

*Shuntaro Tani¹, Yohei Koabayashi¹ (1. The University of Tokyo (Japan))

2:45 PM - 3:05 PM

[R3-S27-3] Platform for adaptive integration of data-driven models and simulations into USP Manufacturing Systems

*Moritz Alexander Kröger¹, Corvin Lasogga², Carlo Holly^3,2 (1. RWTH Aachen LLT (Germany), 2. Fraunhofer ILT (Germany), 3. RWTH Aachen TOS (Germany))

3:05 PM - 3:25 PM

[R3-S27-4] Two-dimensional electron density measurement of ultrafast laser ablation plume with Shack–Hartmann sensor
[Student presentation]

*Keitaro Shimada¹, Yuki Inada², Ayumu Ishijima³, Keiichi Nakagawa¹ (1. The University of Tokyo (Japan), 2. Saitama University (Japan), 3. Hokkaido University (Japan))

3:25 PM - 3:45 PM

[R3-S27-5] Electron temperature dynamics in warm dense matter using measured and DFT-calculated plasma frequency

*Rakesh Shikne¹, Hitoki Yoneda¹, Shivanand Chaurasia² (1. University of Electro-Communications (Japan), 2. Queen's University Belfast (UK))

3:45 PM - 4:05 PM

[R3-S27-6] Impact of electron-electron scattering in energy transfer from an intense femtosecond laser pulse to a metal thin film
[Student presentation]

*Mizuki Tani^1,2, Tomohito Otobe^1,2, Yasushi Shinohara¹, Kenichi L. Ishikawa¹ (1. The University of Tokyo (Japan), 2. National Institutes for Quantum Science and Technology (Japan))

Session information

Session 27: Special Session 2-1 "Machine Learning and Simulation for Laser Processing"

[R3-S27-1] Short description of Special Session 2 "Machine Learning and Simulation for Laser Processing"

[R3-S27-2-INVITED] Simulating femtosecond laser ablation process using deep neural network

[R3-S27-3] Platform for adaptive integration of data-driven models and simulations into USP Manufacturing Systems

[R3-S27-4] Two-dimensional electron density measurement of ultrafast laser ablation plume with Shack–Hartmann sensor
[Student presentation]

[R3-S27-5] Electron temperature dynamics in warm dense matter using measured and DFT-calculated plasma frequency

[R3-S27-6] Impact of electron-electron scattering in energy transfer from an intense femtosecond laser pulse to a metal thin film
[Student presentation]

Authentication

Session information

Session 27: Special Session 2-1 "Machine Learning and Simulation for Laser Processing"

[R3-S27-1] Short description of Special Session 2 "Machine Learning and Simulation for Laser Processing"

[R3-S27-2-INVITED] Simulating femtosecond laser ablation process using deep neural network

[R3-S27-3] Platform for adaptive integration of data-driven models and simulations into USP Manufacturing Systems

[R3-S27-4] Two-dimensional electron density measurement of ultrafast laser ablation plume with Shack–Hartmann sensor[Student presentation]

[R3-S27-5] Electron temperature dynamics in warm dense matter using measured and DFT-calculated plasma frequency

[R3-S27-6] Impact of electron-electron scattering in energy transfer from an intense femtosecond laser pulse to a metal thin film[Student presentation]

Authentication

[R3-S27-4] Two-dimensional electron density measurement of ultrafast laser ablation plume with Shack–Hartmann sensor
[Student presentation]

[R3-S27-6] Impact of electron-electron scattering in energy transfer from an intense femtosecond laser pulse to a metal thin film
[Student presentation]