China Launches Lithium Battery Tech Detecting Failures Before Activation

Chinese researchers have developed a machine learning-based predictive model that uses electrochemical fingerprints from initial battery cycles to accurately forecast lithium metal anode failures, enabling faster, more efficient battery development and improving the reliability of next-generation energy storage solutions.