activity
20222026
most citedGraph Representation of the Magnetic Field Topology in High-Fidelity Plasma Simulations for Machine Learning Applications

6 citations · 7 across the 4 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

physics.space-ph2025

Graph-based Neural Space Weather Forecasting

Daniel Holmberg, Ivan Zaitsev, Markku Alho +5

Accurate space weather forecasting is crucial for protecting our increasingly digital infrastructure. Hybrid-Vlasov models, like Vlasiator, offer physical realism beyond that of cu…

astro-ph.SR2025

SuNeRF-CME: Physics-Informed Neural Radiance Fields for Tomographic Reconstruction of Coronal Mass Ejections

Robert Jarolim, Martin Sanner, Chia-Man Hung +8

Coronagraphic observations enable direct monitoring of coronal mass ejections (CMEs) through scattered light from free electrons, but determining the 3D plasma distribution from 2D…