Elemental‐Descriptor‐Based Machine Learning for Model‐Consistency‐Guided Screening of Binary Metal–Nonmetal Supercapacitor Electrodes
The discovery of high‐performance supercapacitor electrodes remains constrained by experimental trial‐and‐error and heterogeneous literature data. A physically informed machine‐learning framework is presented to estimate the specific capacitance of binary metal–nonmetal systems using a compact and interpretable descr...