Ultrashort laser excitation of electrons in silicon: generation of first-principle excitation rates and their exploitation using machine learning

Thibault J.-Y. Derrien

Presentation information

Oral Presentation

Oral Presentations

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

Thu. Jun 15, 2023 4:30 PM - 6:00 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)

5:20 PM - 5:40 PM

[R3-S31-3] Ultrashort laser excitation of electrons in silicon: generation of first-principle excitation rates and their exploitation using machine learning

*Thibault J.-Y. Derrien¹, Nadezhda M. Bulgakova¹ (1. HiLASE Centre - Institute of Physics (AS CR) (Czech Republic))

Keywords:TDDFT, machine-learning, silicon, femtosecond laser, laser processing

C000157

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