From data to device: Machine learning-driven optimization, predictions, and experimental insights for engineering high-performance MnO2 supercapacitors
Najmin Mursal, Anjali R. Shelake, Shubham A. Ahir, Pooja P. Sonawane, Manickam Selvaraj, Mohammed A. Assiri, Sachin V. Kulkarni, Santosh S. Sutar, Rutuja U. Amate, Chan‐Wook Jeon, Tukaram D. Dongale, Prashant Shah
Topics & Concepts
SupercapacitorCapacitanceComputer scienceRandom forestMaterials scienceStability (learning theory)Key (lock)Decision treeElectrodeEnergy (signal processing)Biological systemSupport vector machineEnergy storageArtificial intelligenceManganeseMachine learningProperty (philosophy)Tree (set theory)Process engineeringElectrochemistryCapacitive sensingSupercapacitor Materials and FabricationAdvancements in Battery MaterialsAdvanced Memory and Neural Computing