Electric vehicle manufacturers are advancing lithium-ion battery technology to balance energy and power densities, safety, and cost, as different cathode chemistries offer distinct performance and thermal stability tradeoffs. To reduce the expense and limitations of traditional “build and break” testing, CFD tools like CONVERGE enable physics-based simulations of battery packs and thermal runaway behavior, allowing faster, more cost-effective optimization of battery designs and chemistries.