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most citedFirst Sagittarius A* Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole in the Center of the Milky Way

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physics.comp-ph2025

Reconstructing Relativistic Magnetohydrodynamics with Physics-Informed Neural Networks

Corwin Cheung, Marcos Johnson-Noya, Michael Xiang +2

We construct the first physics-informed neural-network (PINN) surrogates for relativistic magnetohydrodynamics (RMHD) using a hybrid PDE and data-driven workflow. Instead of traini…