"High dielectric constant (high-κ) gate dielectrics compatible with two-dimensional (2D) semiconductors are essential for scaled optoelectronic devices," Siyuan Li, Xinya Liu and their ...

While older planar transistors could be thought of as largely 2d structures, FinFET’s are three dimensional. This means that the whole vertical fin can act as a gate, greatly reducing leakage.