My research focuses on developing a computational artificial intelligence framework for 3D lithium-ion batteries. Conventional battery manufacturing only considers monolithic, planar electrode architectures that have a fundamental trade-off between power and energy density. 3D batteries overcome this trade-off by enhancing ion transport with their engineered electrode architectures. I am currently developing a model framework that can automatically generate and optimize electrode architectures based on a set of user-defined design requirements.
Advisor: Corie Cobb – Mechanical Engineering