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Tsinghua University researchers propose a Bounded Dual-Loop Automated Schematic Synthesis Framework that converts natural language specifications into verified KiCad schematics for power electronics, boosting component verification coverage from 22.2% to 98.6% and SPICE pass rates from 0% to 100% versus a vanilla LLM baseline.