... Effective thermal conductivity Flat heat pipe Neural network Thermal system design Developing an optimal thermal design for an electric vehicle or a computer chip is critical as the need for them has risen, but the lifetime of devices shortens with use (Lewis et al., 1996 ; Lewis , 2004...