2 papers
physics.comp-ph2025
NAS-PINNv2: Improved neural architecture search framework for physics-informed neural networks in low-temperature plasma simulation
Yifan Wang, Linlin Zhong
Limited by the operation and measurement conditions, numerical simulation is often the only feasible approach for studying plasma behavior and mechanisms. Although artificial intel…
physics.plasm-ph2024
DeepCSNet: a deep learning method for predicting electron-impact doubly differential ionization cross sections
Yifan Wang, Linlin Zhong
Electron-impact ionization cross sections of atoms and molecules are essential for plasma modelling. However, experimentally determining the absolute cross sections is not easy, an…