Degradation modeling

Lithium-ion capacity fade mechanisms

Cathode degradation in NMC batteries

Silicon anode expansion modeling

Calendar aging prediction models

Machine learning for degradation forecasting

Multi-stress factor interaction models

Solid-state battery degradation modeling

Physics-based vs empirical model tradeoffs

Graphite anode degradation pathways

Accelerated aging correlation models

LFP battery degradation uniqueness

Electrolyte depletion modeling