Hydrogen-bond-engineered polymer dielectrics for 250 °C operation enabled by deep-learning-based virtual screening

Deep learning-guided virtual screening identifies a hydrogen-bonding polymer additive (O-PU) that induces a low-entropy nanocrystalline network in polyimide, delivering a record discharged energy density of 5.99 J cm −3 with >90% efficiency at 250 °C.