Sydney 🦥
Sydney 🦥¶
Title: Determining Superior Dielectric Materials for Transistors
Description: Moore’s Law states that the number of transistors found in a densely packed circuit will double approximately every two years. In order to uphold Moore’s Law, SiO2 has become so thin that quantum tunnelling occurs. Thus, our group utilized machine learning to create and train a model using specified properties (including band gap, density and crystal structure) to predict superior dielectrics to be utilized instead of SiO2. We found substantial evidence that there are other dielectric materials that could replace SiO2 in transistors and allow Moore’s Law to be maintained.