About
Contact & Profiles
A5104558544
Research Areas
- Laser-Plasma Interactions and Diagnostics
- Advanced X-ray Imaging Techniques
- Laser Material Processing Techniques
California State University, Channel Islands
2024
We present progress in utilizing a machine learning (ML) assisted optimization framework to study the trends parameter space defined by spectrally shaped, high-intensity, petawatt-class (8 J, 45 fs) laser pulses interacting with solid targets and give first simulation-based overview of predicted trends. A neural network (NN) incorporating uncertainty quantification is trained predict number hot electrons generated laser–target interaction as function pulse shaping parameters. The predictions...
10.1063/5.0190553
article
EN
cc-by-nc
Physics of Plasmas
2024-07-01
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