Discovery Learning predicts battery cycle life from minimal experiments
Jiawei Zhang, Yifei Zhang, Baozhao Yi, Yao Ren, Qi Jiao, Hanyu Bai, Weiran Jiang, Ziyou Song
Topics & Concepts
Battery (electricity)Computer scienceMachine learningArtificial intelligenceLimitingKey (lock)Energy (signal processing)Reliability engineeringScientific discoveryDeep learningTask (project management)Test dataEfficient energy useEvent (particle physics)Active learning (machine learning)Online machine learningElectronicsReliability (semiconductor)Learning curveSimulationAdvanced Battery Technologies ResearchMachine Learning in Materials ScienceAdvanced Battery Materials and Technologies