Quantum 2D Materials

CVIU Lab, EECS Department

University of Arkansas

https://uark-cviu.github.io/
Email: khoaluu@uark.edu

Introduction

Two-dimensional (2D) quantum materials are only a few atoms thick, yet they display extraordinary properties that can revolutionize electronics, photonics, and quantum technologies. By stacking these materials into van der Waals heterostructures, scientists can design entirely new systems with tailored functions.

However, identifying and characterizing high-quality flakes remains a challenge—traditional methods are slow and require expertise. Our project combines materials science with artificial intelligence to automate this process. By using deep learning to recognize and analyze 2D flakes under a microscope, we aim to accelerate discovery and enable faster development of next-generation quantum devices.

Research

Team

Sponsors