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Wan, H · 2025 · arXiv 2505.01736

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fields

physics.space-ph 1

years

2026 1

verdicts

UNVERDICTED 1

representative citing papers

LEAP: A Rapid Neural Surrogate of Multi-Fluid MHD at Europa

physics.space-ph · 2026-06-08 · unverdicted · novelty 6.0

LEAP is a transformer-based surrogate for multi-fluid MHD that predicts Europa plasma-induced magnetic perturbations with 2.6 nT test error and matches the parent model on Galileo E4/E14 flybys at 40,000x speedup.

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  • LEAP: A Rapid Neural Surrogate of Multi-Fluid MHD at Europa physics.space-ph · 2026-06-08 · unverdicted · none · ref 28

    LEAP is a transformer-based surrogate for multi-fluid MHD that predicts Europa plasma-induced magnetic perturbations with 2.6 nT test error and matches the parent model on Galileo E4/E14 flybys at 40,000x speedup.