ECHO deploys a real-time neural-network surrogate of TORBEAM combined with genetic optimization to control ECH deposition profiles on DIII-D, validated against ECE data despite gyrotron failures.
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2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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physics.plasm-ph 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
T-REX experiment and 3D simulations demonstrate diocotron instability in electron clouds replicating gyrotron MIG conditions, with agreement on mode frequencies and rotation.
citing papers explorer
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Robust Control of ECH Deposition Profiles on DIII-D
ECHO deploys a real-time neural-network surrogate of TORBEAM combined with genetic optimization to control ECH deposition profiles on DIII-D, validated against ECE data despite gyrotron failures.
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The Diocotron Instability in the Trapped Electrons Experiment T-REX and its Relevance to Electron Clouds in Gyrotron Guns
T-REX experiment and 3D simulations demonstrate diocotron instability in electron clouds replicating gyrotron MIG conditions, with agreement on mode frequencies and rotation.