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IGNITE Tokamak World Model Architecture

Steiner, Peter et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learningplasma-physics
We introduce IGNITE, a generative world foundation model for fusion plasma behavior simulation trained in a self-supervised manner from over a decade of unlabeled experimental data at the DIII-D National Fusion Facility. The core of IGNITE is a dynamics model that can simulate DIII-D discharges from
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