2026

peer-reviewed paper

• "Plasma two-fluid simulation using physics-informed neural networks"
  R. Kono; S. Isayama; S. Matsukiyo
  AIP Advances 16, 045024 (2026).

  • URL
  • DOI: 10.1063/5.0314798
• "Reconstruction of Magnetohydrodynamic Reconnection Structures by Physics-Informed Neural Networks (PINNs)"
  S. Isayama, H. Shimooka, R. Kono, S. Matsukiyo
  Journal of Geophysical Research Space Physics 131, 2, 1-13 (2026).

  • URL
  • DOI: 10.1029/2025JA034515