Machine learning guided full-color V<sub>4</sub>C<sub>3</sub> MXene quantum dots for building WLEDs
Shouzhen Li, Huayu Zheng, Lan Ding, Xie Xiao, Yingchun Niu, Yaoyao Tang, Zeyang Liu, Weiye Zhang, Yang Zhou, Quan Xu
Abstract
In this paper, we report for the first time the preparation of full-color MXene quantum dots (MQDs) using V 4 C 3 . Importantly, the ML-driven XGB model guided our success in obtaining the optimal WLED with CIE color coordinates of (0.333, 0.397).
Topics & Concepts
Quantum dotFull colorMaterials scienceQuantumOptoelectronicsPhysicsQuantum mechanicsMXene and MAX Phase Materials2D Materials and ApplicationsAdvanced Memory and Neural Computing