Computational Physics

Machine Learning Potential of Ionic Liquid (Foundation Models)

Huang, Ziyu. "Simulating Ionic Liquid Fragmentation in Electrospray Thrusters with Foundation Models." arXiv preprint arXiv:2608.11558 (2026).[Link]

E10_Y-90_Z90.mp4

E100_Y180_Z90.mp4

impact_E0029eV.mp4

impact_E0029eVbf.mp4

Multiscale Modeling of Electrospray

Asher, J. (contribute equally), Huang, Z.(contribute equally), Cui, C., & Wang, J. (2022). Multi-scale modeling of ionic electrospray emission. Journal of Applied Physics, 131(1). [Link]

VXDF_EMI.mp4

VXDF_BF4.mp4

Cylinder_E_03.mp4

N-body simulation (Coulomb interaction)

- Ten-moment Multifluid Simulation (Gkeyll) with Test Particle Simulations

- - Lunar Paleo-Magnetosphere
  - Solar Wind Interaction with Weakly Magnetized Bodies

H_impact_on_Psyche_withtraj_closer_sunside_better.mp4

- MHD simulation (Athena++/AthenaK)

- - Hydrodynamics turbulence with Athena++

Athena++_Hydro_Den_shorter.mov

- - Magnetohydrodynamics turbulence with AthenaK (GPU version of Athena powered by Kokkos)

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