Pairing square-root-area-weighted vacuum perturbations with full-area-weighted resonant fields produces a coupling matrix whose singular values and reconstructed real-space patterns are invariant to coordinate choice.
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BCTuner is an LLM-guided MCTS framework that reports up to 211% throughput gains and 8x fewer system interactions than defaults or prior tuning methods on Fabric and ChainMaker.
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BCTuner: LLM-Guided Monte Carlo Tree Search for Efficient Blockchain Knob Tuning
BCTuner is an LLM-guided MCTS framework that reports up to 211% throughput gains and 8x fewer system interactions than defaults or prior tuning methods on Fabric and ChainMaker.