2 papers
cond-mat.mtrl-sci2025
Deep Learning-Based Quantum Transport Simulations in Two-Dimensional Materials
Jijie Zou, Zhanghao Zhouyin, Qiangqiang Gu +1
Two-dimensional (2D) materials exhibit a wide range of electronic properties that make them promising candidates for next-generation nanoelectronic devices. Accurate prediction of…
cond-mat.mes-hall2025
Deep Learning Accelerated Quantum Transport Simulations in Nanoelectronics: From Break Junctions to Field-Effect Transistors
Jijie Zou, Zhanghao Zhouyin, Dongying Lin +4
Quantum transport simulations are essential for understanding and designing nanoelectronic devices, yet the long-standing trade-off between accuracy and computational efficiency ha…