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Progress in · 2005 · DOI 10.1088/0741-3335/47/12b/s26

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physics.plasm-ph 1

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2026 1

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UNVERDICTED 1

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Robust Control of ECH Deposition Profiles on DIII-D

physics.plasm-ph · 2026-06-11 · unverdicted · novelty 4.0

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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  • Robust Control of ECH Deposition Profiles on DIII-D physics.plasm-ph · 2026-06-11 · unverdicted · none · ref 22

    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.