The supercapacitor gap: why lab-tested carbon rarely delivers its promised energy in real devices
Researchers at Xiamen University and Imperial College London developed a computational tool that predicts real supercapacitor device energy density from early material tests with less than 1% error, revealing a conversion factor of roughly 0.35 between material and device performance.