Radhika Achikanath Chirakkara

PHASE: Multi-Regime Modeling of Incompressible Magnetohydrodynamics

Magnetohydrodynamics (MHD) is central to plasma modeling in astrophysics, space science, fusion, and engineering, but resolving multiscale MHD dynamics is computationally expensive. Machine-learning surrogates enable fast inference by learning reusable solution operators, yet existing models require separate training f...