POPSIM unifies physics-based and data-driven model modules in JAX for tokamak simulation and control, with hierarchical module composition and tensorized multi-episode datasets.
Prediction of electron density and pressure profile shapes on nstx-u using neural networks,
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Technical Aspects of Plasma Operational Simulation (POPSIM): A Framework for Data-Driven Simulation and Control
POPSIM unifies physics-based and data-driven model modules in JAX for tokamak simulation and control, with hierarchical module composition and tensorized multi-episode datasets.