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
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.