AI RESEARCH
PowerGenie: Analytically-Guided Evolutionary Discovery of Superior Reconfigurable Power Converters
arXiv CS.LG
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ArXi:2601.21984v3 Announce Type: replace Discovering superior circuit topologies requires navigating an exponentially large design space-a challenge traditionally reserved for human experts. Existing AI methods either select from predefined templates or generate novel topologies at a limited scale without rigorous verification, leaving large-scale performance-driven discovery underexplored. We present PowerGenie, a framework for automated discovery of higher-performance reconfigurable power converters at scale. PowerGenie.