AI-Driven Kinetics Modeling for Lithium-Ion Battery Cathode Stability
Published:Dec 17, 2025 17:39
•1 min read
•ArXiv
Analysis
This research explores the application of AI, specifically KA-CRNNs, to model the complex thermal decomposition kinetics of lithium-ion battery cathodes. Such advancements are crucial for improving battery safety and performance by accurately predicting degradation behavior.
Key Takeaways
Reference
“The research focuses on learning continuous State-of-Charge (SOC)-dependent thermal decomposition kinetics.”