FlexiFlow optimizes carbon footprint for item-level intelligence on flexible electronics by modeling lifetime variation, delivering 1.62X microarchitectural and 14.5X algorithmic reductions plus a 30.9 kHz tape-out.
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Only the external EROI variant measures net societal energy surplus; internal and standard variants measure process efficiency, and a derived reallocation formula uniquely preserves aggregation consistency when converting direct flows to embodied energy equivalents.
GEMS is an interactive system that lets domain experts steer evolutionary molecule design for sustainable chemicals by modifying scoring and populations in a visual interface.
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Lifetime-Aware Design for Item-Level Intelligence at the Extreme Edge
FlexiFlow optimizes carbon footprint for item-level intelligence on flexible electronics by modeling lifetime variation, delivering 1.62X microarchitectural and 14.5X algorithmic reductions plus a 30.9 kHz tape-out.